From 73b0927ede3cf5582e4338e9b8d4026872435f37 Mon Sep 17 00:00:00 2001 From: Pierre Quebriac <72198491+PierreQuebriac@users.noreply.github.com> Date: Wed, 24 Apr 2024 17:45:29 +0200 Subject: [PATCH] Feature/refactor doc (#23) Co-authored-by: Thomas Gurriet Co-authored-by: Al3LawsRobotics --- .github/workflows/docs.yml | 2 +- docs/_templates/versions.html | 43 +- docs/build_local.sh | 2 +- docs/conf.py | 5 +- docs/index.rst | 46 +- docs/sources/changelog.rst | 30 + docs/sources/configuration/credentials.rst | 15 - docs/sources/configuration/localization.rst | 11 - docs/sources/configuration/robot_model.rst | 32 -- docs/sources/configuration/supervisor.rst | 56 -- docs/sources/data/architecture.png | Bin 32859 -> 892547 bytes docs/sources/data/architecture_detailed.png | Bin 0 -> 26558 bytes .../data/{cpanel6.png => cp_operation.png} | Bin docs/sources/data/cpanel3.png | Bin 146487 -> 140294 bytes docs/sources/data/cpanel4.png | Bin 120795 -> 70412 bytes docs/sources/data/cpanel5.png | Bin 94425 -> 110455 bytes docs/sources/data/cpanel7.png | Bin 0 -> 31952 bytes .../sources/data/navigation_bar_rosbridge.png | Bin 25798 -> 25839 bytes docs/sources/data/ram_interfacing.png | Bin 0 -> 10156 bytes .../data/supervisor_architecture_1.png | Bin 125820 -> 102835 bytes .../data/supervisor_architecture_1b.png | Bin 73559 -> 58900 bytes .../data/supervisor_architecture_1c.png | Bin 87462 -> 71716 bytes docs/sources/details/topics.rst | 33 -- docs/sources/dpa.rst | 230 -------- docs/sources/faq.rst | 98 ++++ docs/sources/getting_started.rst | 212 ++++++++ docs/sources/introduction.rst | 72 --- docs/sources/knowledge.rst | 20 + docs/sources/{copyrights.rst => legal.rst} | 512 ++++++++++++++---- docs/sources/troubleshooting.rst | 15 + docs/sources/usage.rst | 217 -------- docs/sources/user_guide.rst | 50 ++ docs/sources/user_guide/cli.rst | 64 +++ .../user_guide/configuration/credentials.rst | 7 + .../user_guide/configuration/localization.rst | 6 + .../configuration/perception.rst | 12 +- .../user_guide/configuration/robot_model.rst | 22 + .../user_guide/configuration/supervisor.rst | 62 +++ docs/sources/user_guide/control_panel.rst | 91 ++++ docs/sources/user_guide/diagnostics.rst | 16 + docs/sources/user_guide/reference.rst | 8 + .../user_guide/reference/ros_parameters.rst | 17 + .../user_guide/reference/ros_topics.rst | 58 ++ .../runtime_assurance.rst} | 78 ++- .../visualization/data/general_annotated.png | Bin 105156 -> 0 bytes .../data/robot_overview_annotated.png | Bin 158091 -> 0 bytes docs/sources/visualization/index.rst | 47 -- 47 files changed, 1298 insertions(+), 891 deletions(-) create mode 100644 docs/sources/changelog.rst delete mode 100644 docs/sources/configuration/credentials.rst delete mode 100644 docs/sources/configuration/localization.rst delete mode 100644 docs/sources/configuration/robot_model.rst delete mode 100644 docs/sources/configuration/supervisor.rst create mode 100644 docs/sources/data/architecture_detailed.png rename docs/sources/data/{cpanel6.png => cp_operation.png} (100%) create mode 100644 docs/sources/data/cpanel7.png create mode 100644 docs/sources/data/ram_interfacing.png delete mode 100644 docs/sources/details/topics.rst delete mode 100644 docs/sources/dpa.rst create mode 100644 docs/sources/faq.rst create mode 100644 docs/sources/getting_started.rst delete mode 100644 docs/sources/introduction.rst create mode 100644 docs/sources/knowledge.rst rename docs/sources/{copyrights.rst => legal.rst} (57%) create mode 100644 docs/sources/troubleshooting.rst delete mode 100644 docs/sources/usage.rst create mode 100644 docs/sources/user_guide.rst create mode 100644 docs/sources/user_guide/cli.rst create mode 100644 docs/sources/user_guide/configuration/credentials.rst create mode 100644 docs/sources/user_guide/configuration/localization.rst rename docs/sources/{ => user_guide}/configuration/perception.rst (91%) create mode 100644 docs/sources/user_guide/configuration/robot_model.rst create mode 100644 docs/sources/user_guide/configuration/supervisor.rst create mode 100644 docs/sources/user_guide/control_panel.rst create mode 100644 docs/sources/user_guide/diagnostics.rst create mode 100644 docs/sources/user_guide/reference.rst create mode 100644 docs/sources/user_guide/reference/ros_parameters.rst create mode 100644 docs/sources/user_guide/reference/ros_topics.rst rename docs/sources/{theory.rst => user_guide/runtime_assurance.rst} (79%) delete mode 100644 docs/sources/visualization/data/general_annotated.png delete mode 100644 docs/sources/visualization/data/robot_overview_annotated.png delete mode 100644 docs/sources/visualization/index.rst diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 5c8729f..491cd09 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -15,7 +15,7 @@ jobs: - name: Install dependencies run: | sudo apt-get install -y sed jq git - pip install --upgrade sphinx_rtd_theme sphinx docutils sphinx-sitemap sphinxcontrib-spelling pygments breathe sphinx-copybutton + pip install --upgrade sphinx_rtd_theme sphinx docutils sphinx-sitemap sphinxcontrib-spelling sphinx-tabs sphinxcontrib-youtube pygments breathe sphinx-copybutton - uses: actions/checkout@v3 with: diff --git a/docs/_templates/versions.html b/docs/_templates/versions.html index 7df9846..4dece12 100644 --- a/docs/_templates/versions.html +++ b/docs/_templates/versions.html @@ -1,29 +1,34 @@ -{% if READTHEDOCS or display_lower_left %} -{# Add rst-badge after rst-versions for small badge style. #} -
+{% if READTHEDOCS or display_lower_left %} {# Add rst-badge after rst-versions +for small badge style. #} +
- Read the Docs + Supervisor Docs v: {{ current_version }}
-
{{ _('Versions') }}
- {% for slug, the_version in versions_dict.items() %} - {% if the_version == current_version %} {% endif %} -
{{ the_version }}
+
{{ _('Versions') }}:
+ {% for slug, the_version in versions_dict.items() %} {% if the_version == + current_version %} + + {% endif %} +
+ {{ the_version }} +
{% if the_version == current_version %} -
{% endif %} - {% endfor %} +
+ {% endif %} {% endfor %}
-
-
Downloads
-
PDF
-
-
- {% trans %}Continuous documentation hosting provided by GitHub Pages.{% - endtrans %} - +
+ {% trans %}Continuous documentation hosting provided by + GitHub Pages.{% endtrans %}
-{% endif %} \ No newline at end of file +{% endif %} diff --git a/docs/build_local.sh b/docs/build_local.sh index 9f555ae..25d4918 100755 --- a/docs/build_local.sh +++ b/docs/build_local.sh @@ -11,7 +11,7 @@ srcDir="$( version="latest" # Clean output directory -rm -rf "$srcDir/.gh-pages" +# rm -rf "$srcDir/.gh-pages" rm -rf "$srcDir/build" # Create output directory diff --git a/docs/conf.py b/docs/conf.py index 623aa57..b34ea6d 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -35,7 +35,6 @@ release = current_version html_baseurl = "https://3lawsrobotics.github.io/3laws/" - extensions = [ "sphinx_rtd_theme", "sphinx.ext.todo", @@ -43,9 +42,13 @@ "sphinx.ext.githubpages", "sphinx_sitemap", "sphinx_copybutton", + "sphinxcontrib.youtube", + "sphinx_tabs.tabs", ] +html_show_sphinx = False html_show_sourcelink = False +sphinx_tabs_disable_tab_closing = True templates_path = ["_templates"] html_static_path = ["_static"] diff --git a/docs/index.rst b/docs/index.rst index 24315e7..589d556 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,23 +1,39 @@ -.. 3Laws documentation master file, created by - sphinx-quickstart on Fri Sep 30 02:43:43 2022. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. +.. Please use: +.. * ``#``, for page title +.. * ``=``, for sections +.. * ``-``, for subsections +.. * ``^``, for sub-subsections +.. * ``"``, for paragraphs +.. Please indent the text with 2 spaces. + + Welcome to 3Laws Supervisor -================================= +########################### -The 3Laws Supervisor is a tool that runs on your robot(s) and can optionally -transmit data to a cloud-based dashboard. +Welcome to using the **3Laws Supervisor**, a next-generation software-based failsafe system providing trustworthy sense-and-avoid capabilities for a variety of robotic platforms. -.. toctree:: - :maxdepth: 3 +.. _contact 3Laws: mailto:sales@3laws.io - sources/introduction - sources/usage - sources/visualization/index - sources/theory - sources/copyrights - sources/dpa +The **3Laws Supervisor** is designed to be an easy-to-use tool for developers to quickly integrate sense-and-avoid capabilities into their robotic platforms. The **3Laws Supervisor** encapsulate only a subset of the technological capabilities offered by **3Laws**. +`Contact 3Laws`_ for information on extended and optimized Supervisor capabilities. +Other relevant resources: +========================= +* `3Laws Website `_: For information about our other products and offerings. +* `3Laws Github `_: For releases and issue tracking. + + +.. toctree:: + :hidden: + :titlesonly: + :maxdepth: 3 + sources/getting_started + sources/user_guide + sources/troubleshooting + sources/faq + sources/knowledge + sources/changelog + sources/legal diff --git a/docs/sources/changelog.rst b/docs/sources/changelog.rst new file mode 100644 index 0000000..5fee986 --- /dev/null +++ b/docs/sources/changelog.rst @@ -0,0 +1,30 @@ +Change Log +########## + +.. contents:: + :local: + +This project adheres to `Semantic Versioning `_. + +1.0.0 (1st May 2024) +===================== + +This is the first version of the supervisor product. + +Added +------ + +- A ROS node that perform out of the box collision avoidance for any simple robot that has a lidar or an obstacle map. +- A Control Panel as a web server running on the robot to configure the supervisor and provide realtime feedback. +- A Command Line Client to manage the Control Panel server and check for updates. +- A documentation available `here `_. + +Changed +-------- + +N/A + +Removed +-------- + +N/A diff --git a/docs/sources/configuration/credentials.rst b/docs/sources/configuration/credentials.rst deleted file mode 100644 index 6ce5d5a..0000000 --- a/docs/sources/configuration/credentials.rst +++ /dev/null @@ -1,15 +0,0 @@ -Credentials -=========== - -The *Credentials* page is shown in this image: - -.. image:: ../data/cpanel1.png - :width: 800px - :alt: Configuration > Credentials: Control Panel page presenting Credentials, Robot name - -- **Credentials**: 3Laws will provide you with a license key based on the version of Supervisor that you have purchased with an expiration date. If you downloaded the trial version, the expiration date is 60 days from the date when you registered for the trial. If you have arranged with 3Laws to also use the cloud-based dashboards, the license you receive will also include the information necessary for that connection. -- **Robot Name**: This identifier will be different for each robot where you install Supervisor. It should contain a name you can use to identify an individual robot. - -The upper-right of the display contains the Rosbridge connection status (upper right), configuration for the Rosbridge (gear next to the status), and a link to this documentation. There is an "Update Instructions" link in the lower right that brings up a reminder of the instruction to run the installer script. - -The **Save** button on each page of the Control Panel should be pressed before moving on to another page. diff --git a/docs/sources/configuration/localization.rst b/docs/sources/configuration/localization.rst deleted file mode 100644 index 8f67aa1..0000000 --- a/docs/sources/configuration/localization.rst +++ /dev/null @@ -1,11 +0,0 @@ -Localization -============ - -Dialogs to connect to the state information provided for the robot and for configuring alerts based on state are on the Configuration > Localization page. contains configuration entries for both the monitoring and input filtering components. - -.. image:: ../data/cpanel4.png - :width: 800px - :alt: Configuration > Localization page where monitoring of the vehicles location/state is configured. - - -- **Localization topic**: The connection to the ROS state topic is configured in this area. As with input commands, the message topic name, message topic type, expected message topic quality, and expected message rates are specified. If the message quality fails or the message receipt rate is not met, the monitor will issue alerts, and the Copilot will switch to the Failsafe strategy. The mask needs to be customized if the localization topic does not respect the standard ROS message. The index in the input vector relating to the individual states (x, y, yaw) needs to be set correctly. diff --git a/docs/sources/configuration/robot_model.rst b/docs/sources/configuration/robot_model.rst deleted file mode 100644 index 0aedeb5..0000000 --- a/docs/sources/configuration/robot_model.rst +++ /dev/null @@ -1,32 +0,0 @@ -Robot Model -=========== -The Configuration page for the Robot Model is where the robot's geometry and kinematics are specified. - -.. image:: ../data/cpanel2.png - :width: 800px - :alt: Configuration > Robot Model page where the kinematics and geometry are specified. - -Throughout this documentation, a red asterisk (*) indicates a *required* field. - -- **Kinematics**: Supervisor currently supports differential drive, front-steered, and omni-directional mobile platforms. A differential drive vehicle can rotate around a fixed location by driving one wheel forward and its pair in reverse. It can move forward or backwards by driving both wheels in the same direction. A front-steered vehicle operates like a car or bicycle. It can move forwards or backwards, but direction is controlled by steering, and the vehicle has a fixed wheelbase distance between the forward axle and the rear axle. An omni-directional robot is usually implemented using wheels that have a series of smaller wheels mounted at 45 degrees on the outer rim. By moving one axle forward and others backwards, the vehicle can move sideways. Rotation can be effected by moving the wheels on one side forwards and the wheels on the other side in reverse. -- **Geometry**: The vehicle's reference coordinate frames and geometry are specified in this section. - - * **Shape Details**: The robot's shape is used in order to calculate the distance between the outer boundaries of the robot body and any scan points. Basic shapes that are currently supported include sphere, box, capsule, point, cone and cylinder. The size entries change based on the selected shape. Cylinders and capsules both require length and radius. The difference is that a capsule will have hemispheres on the ends while the cylinder ends are flat. A box frame consists of x-length, y-length, and z-length. - - * **Shape Pose in Robot Frame**: The relative orientation of the robot's shape with respect to the base frame needs to be specified. Note that the rotation can be specified either using quaternions or Euler angles. The quaternion order is w, x, y, z. When Supervisor is running, it is a good idea to run rviz (or rviz2) to display the orientations and frames. - - * **Frames**: The name of the robot base coordinate frame must be specified here. The base frame is in robot body-coordinates. It moves in space as the robot does. Additional static frames can be defined by clicking the + icon. The additional frames are static, and will follow the motion of the base robot frame. - -- **Dynamics**: The Dynamics section has 3 subsections: Input, Parameters, and State. - - * The Input section supports specification of maximum and minimum limits for the translational and rotational speeds at which the robot can be commanded. For monitoring, if these values are exceeded, an event to this effect will be issued. If the Copilot component is active, these limits will be applied to the filtered outputs. For steered vehicles, instead of limits on rotational speeds, steering limits are specified. - - * **Parameters**: The only robot type that has inputs in the parameters section is the steered robot. *wheel_dx* is the wheelbase length for the vehicle. *origin_x* is the distance from the rear axle to the robot base frame. - - * **State**: For all robot types, the State category provides the definitions of the variables that are considered as the "states". These definitions are important when trying to create "masks" to map between the input ROS variable types and the robot states. The first, is considered state 0 (typically x position), the second is state 1 (typically y position) and the third is state 2 (typically yaw). - -.. important:: - - Remember to save each page after inputing the data. - -\ diff --git a/docs/sources/configuration/supervisor.rst b/docs/sources/configuration/supervisor.rst deleted file mode 100644 index a73af10..0000000 --- a/docs/sources/configuration/supervisor.rst +++ /dev/null @@ -1,56 +0,0 @@ -Supervisor -========== - -The Configuration > Supervisor page contains configuration entries for both the monitoring and Copilot components. - -.. image:: ../data/cpanel3.png - :width: 800px - :alt: Configuration > Supervisor page where robot diagnostic monitoring thresholds and run-time assurance settings are available. - - -- **Upload log to 3laws robotics cloud**: For debugging purposes, 3Laws creates a log file when Supervisor is started. Enabling this option, allows 3Laws to provide better support with troubleshooting if there is a problem. - - * **World Frame**: Similar to "base robot frame", the name of the world frame (typically *odom* or *map*) must be specified. - - * **Advanced Settings > Project to SE2**: By default, the system is assumed to operate in 3-dimensional space. Projecting to SE2 assumes that the vehicle is traveling on a flat surface or that its travel distance is small enough that earth curvature effects are not significant. - - * **Advanced Settings > Process niceness**: The computational priority of the Supervisor node can be set through the "niceness" parameter, where -20 would set it as very high priority and +19 would be very low priority. A niceness of zero is recommended. (Please review documentation on setting priority in Linux using "nice" for a deeper explanation.) - - * **Advanced Settings > Retimestamp policy** is used to add or correct the timestamp on log messages that seem to have an incorrect one. Leaving the timestamp unchanged is also an option. - -* **Copilot**: The Copilot enables the run-time assurance capability where desired commands to the robot from the autonomy stack ("desired inputs") are modified in order to avoid collisions, and altered versions are published through a separate message. - - * **Activate**: This checkbox controls whether the run-time assurance intercepts and modifies commands from the planner/trajectory generator and forwards modified versions to the vehicle. The Copilot will only modify the outputs if the option is activated. If it is not activated, the unmodified "desired control input" will be transmitted on the designated "Computed safe control" message. - - * **Aggressiveness**: This parameter controls how far from the nearest obstacle the safety filter starts having more effect on the commands and how strongly the safety filter pushes the robot back into the "safe" region if the safety definition has been violated. A larger value means that the control inputs from the planner will start to be modified when the robot is farther from an object/obstacle. In general this will produce larger margins. A larger value also means that if an obstacle is detected within the collision distance, the command modified by the run-time assurance will try to move the robot away from the object more aggressively. Typical values are between 0.5 and 1.0, but values in the range of 1000 might be used in reasonable situations. A smaller value means that the the robot will get closer to the obstacles (higher performance) before being diverted. - - * **Conservativeness**: A factor that specifies how much uncertainty the robot operator thinks there is in the localization and sensor data. The ratio between aggressiveness and conservativeness is the main controller of the behavior. Values below 0.1 are recommended. - - * **Collision distance threshold**: This is one of the most important values to set. This defines the distance between the edge of the robot and the nearest scan at which safety exists. If the measured distance drops below this value, the system is considered to be in an "unsafe" configuration. - - * **Filter rate (hz)**: The frequency at which the run-time assurance publishes outputs. It is recommended that the run-time assurance run at the same rate as the desired control input or at a faster rate. - -The following are under the "Advanced Settings". If the Copilot is activated, these should be customized: - - * **Failure Command Mode**: The run-time assurance constantly monitors to ensure that it has enough data to determine whether the robot is in a safe condition. The minimum data required is the vehicle state, the laser scan values, and the commanded/desired input. If any of these is missing the RTA can switch to the failure command mode: - - * **Send Zero**: In this mode the run-time assurance commands zero speed and zero turn/rotation in order to bring the vehicle to a stop. - - * **Do not Publish**: Another option is to stop publishing values. This option should only be used if the robot has its own mechanism to put itself in a safe condition if it is not receiving commands. - - * **Yield on failure**: This checkbox is like the "Send Desired" option. Setting this checkbox will override the failure control mode and just forward the "Desired control input" unmodified. - * **Can resume from failure**: With this checkbox filled in, once the input data (control input, laser scan, and state) values start appearing after a failure, the robot will be commanded back into motion (if the desired control input is asking for that). If the box is unchecked once there is a failure, the robot will remain stopped until the Supervisor is restarted. - - * **Accept wrong size laserscan**: One of the checks that is made on the incoming data is that the laserscan is delivering the expected number of scan points each frame. However, there are many laser scanners that are not consistent in the number of scan points they deliver. Checking this option allows for laser scanners with non-constant number of scan points reported. - - * **Use localization**: Supervisor provides a MarkerArray that displays the robot's bounding box and rays to the closest obstacles. If "Use Localization" is set, the display is created relative to the world frame. In situations where the localization may be less reliable, this checkbox can be deselected, and the visualization will be based on the current robot base frame. Localization is also very useful if the control rate is low (e.g. longer times between commands) or there are delays between sensing and actuating. If the robot's motion is large during the time period of the control calculation, the model will account for it as long as localization is accurate. - -The next section relates to republishing the control commands to the robot that are being sent from the autonomy stack. The values will be published on the *lll/ram/filtered_input* channel if the Copilot is activate or not. However, the values will only be different from the *Desired control input* if the Copilot is active. - - * **Desired control input**: This is the commands requesting speed and rotation (or speed and steering) that the autonomy stack is publishing. The ROS message type is needed so that the RDM knows what to monitor in order to calculate the barrier function value. The message quality and receipt rate are monitored as part of the aggregated metrics, and if it fails to arrive within the expected time [1/(signal rate) * Timeout factor], an event will be created and the Copilot will transition to the failure command mode. - - * **Computed safe control input**: The right side of this area is purely informational. 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The ROS namespace for these topics is ``/lll``. - -The following topics are published by the Supervisor by default: - -- ``/lll/supervisor/ping``: A message that is published once per second to indicate that the Supervisor is running. This message contains statistics of the cpu usage, RAM usage, thread count, input/output, network traffic, and logging as used/produced by the Supervisor. - -When the CoPilot/Run-time assurance capability is enabled, the following additional signals are published: - -- ``/lll/ram/filtered_input``: The filtered velocity command that is sent to the robot's actuators when the Supervisor receives inputs from the planner/upstream. Note that this signal may be remapped to match the name of the input the downstream systems expects. -- ``/lll/ram/markers``: Visualization tools such as RVIZ and FoxGlove can subscribe to this signal in order to display the illustrated vectors between the robot and obstacles that the Supervisor uses to make decisions on modifications to the input signal. The image below shows an rviz2 display where the red box represents the robot, the blue vectors represent the vector between a sensed laser point and the closest point on the robot's boundary, and the green dots represent laser scan points that are being actively monitored by Supervisor. These values are all embedded into the ``/lll/ram/metadata``. The white dots are the 2D laser scan points that are subscribed-to separately. - -.. image:: ../data/rviz2.png - :width: 600px - :alt: Architecture schema - -- ``/lll/ram/enable`` is a ROS Bool value that can be use to **command** the activation of the Supervisor. The Copilot portion of the Supervisor needs to be Activated in order to use this signal. Setting it to False will deactivate the Copilot filter. - -- ``/lll/ram/metadata`` contains significant statistics about the monitor and the filter, particularly notifications of sensed delays, non-finite values, timeouts, data size variations, and initialization for inputs, states, and perception. It also reports the most recent detected fault, along with several other useful details. - -The following topics are published by the Supervisor's diagnostics: - -- ``/lll/rdm/clock_health``: Statistics reporting variations in the synchronization of the robot clock and Universal time. -- ``/lll/rdm/dynamic_consistency``: If a dynamical model has been added to the configuration, this topic will compare the predicted model behavior to the current behavior and provide discrepancy metrics. -- ``/lll/rdm/node_health``: Node health gives a general view of the health of the robot components likes localization, perception, inputs, and states. -- ``/lll/rdm/sensor_characterization``: This metric presents statistics on the noise characteristics, data dropouts, anomalies, and potential obstructions of the sensors. -- ``/lll/rdm/systems_health``: Detailed information about the system resource usage (CPU, RAM, etc.) is provided through this channel. -- ``/lll/rdm/signal_health``: All Supervisor input signals (state, commands, perception) are treated as signals with a specific frequency. This metric gives information about the signal health (timeout, delays, invalid data) based on the configured expected signal rates. - diff --git a/docs/sources/dpa.rst b/docs/sources/dpa.rst deleted file mode 100644 index b4b435c..0000000 --- a/docs/sources/dpa.rst +++ /dev/null @@ -1,230 +0,0 @@ -.. _3LawsDataProcessingAddendum: - -3Laws Data Processing Addendum -############################## - -This data processing addendum(including all Schedules attached hereto, the “DPA”) is incorporated into, and is subject to the terms and conditions of, the underlying customer agreement (“Agreement”) between 3Laws Robotics, Inc. (“3Laws”) and the entity identified as the customer in the Agreement or the relevant order form (“Customer”). This DPA applies to the extent 3Laws’ Processing of Customer -Personal Data is subject to the Data Protection Laws. This DPA shall be effective for the term of the Agreement. - -1. Definitions - - 1.1. “Controller” means the entity which determines the purposes and means of the Processing of Personal Data. The term “Controller” includes a “business” as defined under the CCPA. - - 1.2. “Customer Personal Data” means the Personal Data described under Schedule 1 to this DPA. - - 1.3. “Data Protection Laws” means all laws and regulations, including laws and regulations of: - (i) the European Union, the European Economic Area and their member states, Switzerland and the United Kingdom; - (ii) the United States (including, but not limited to the California Consumer Privacy Act as amended by the California Privacy Rights Act (collectively, the “CCPA”) and other applicable state privacy laws); and - (iii) any other jurisdiction in which the parties operate, all (i)–(iii) applicable to the Processing of Personal Data under the Agreement. - - 1.4. “Data Subjects” means the individuals identified in Schedule 1 to this DPA. - - 1.5. “EU SCCs” means the Standard Contractual Clauses approved with Commission Implementing Decision (EU) 2021/914 of June 4, 2021 on standard contractual clauses for the transfer of personal data to third countries pursuant to Regulation (EU) 2016/679 of the European Parliament and of the Council, as amended, supplemented, updated or replaced from time to time. - - 1.6. “GDPR” means the General Data Protection Regulation (EU) 2016/679 together with any national implementing laws in any member state of the EEA (“EU GDPR”) and the EU GDPR as incorporated into the laws of the United Kingdom (“UK GDPR”). - - 1.7. “Personal Data” and “Processing” will each have the meaning given to them in the Data Protection Laws. The term “Personal Data” includes “personal information,” “personally identifiable information,” and equivalent terms as such terms may be defined by the Data Protection Laws. - - 1.8. “Personal Data Breach” means a breach of security leading to the accidental or unlawful destruction, loss, alteration, unauthorized disclosure of or access to Customer Personal Data. - - 1.9. “Processor” means the entity which Processes Personal Data on behalf of the Controller. The term “Processor” includes a “service provider” as that term is defined under the CCPA. - - 1.10. “Sell” has the meaning given in the Data Protection Laws. - - 1.11. “Service” means the services provided by 3Laws to Customer pursuant to the Agreement. - - 1.12. “Share” has the meaning given in the CCPA. - - 1.14. “Sub-Processor” means another Processor engaged by a Processor to carry out Processing on behalf of a Controller. - - 1.15. “UK Addendum” means the International Data Transfer Addendum to the EU SCCs, issued by the UK Information Commissioner for parties making restricted transfers, which entered into force on 21 March 2022 (collectively, with the EU SCCs, the “SCCs”). - -Capitalized terms not otherwise defined herein shall have the meaning given to them in the Agreement. - -2. Processing of Customer Personal Data - - 2.1. Customer is a Controller of Customer Personal Data and 3Laws is a Processor of Customer Personal Data. If Customer is itself acting as a Processor for Customer Personal Data on behalf of a Controller of such data, 3Laws will Process such data as a Sub-Processor to Customer. The details of 3Laws’ Processing of Customer Personal Data are described in Schedule 1 to this DPA. - - 2.2. 3Laws will only Process Customer Personal Data as a Processor on behalf of and in accordance with Customer’s prior written instructions, including any instructions provided through Customer’s use of the Service. Customer hereby instructs 3Laws to Process Customer Personal Data to the extent necessary to provide the Service as set forth in the Agreement and this DPA. 3Laws shall not - - (1) retain, use, or disclose Customer Personal Data other than as provided for in the Agreement, as needed to provide the Service, or as otherwise permitted by Data Protection Laws; - - (2) retain, use, or disclose Customer Personal Data outside of the direct business relationship between Customer and 3Laws, including by combining Customer Personal Data with Personal Data 3Laws receives from third parties, other than Customer, except as permitted by the Data Protection Laws; or - - (3) Sell or Share Customer Personal Data. Upon notice to 3Laws, Customer may take reasonable and appropriate steps to remediate 3Laws’ use of Customer Personal Data in violation of this DPA. - - 2.3. 3Laws will immediately inform Customer if, in its opinion, an instruction from Customer infringes the Data Protection Laws. If applicable laws preclude 3Laws from complying with Customer’s instructions, 3Laws will inform Customer of its inability to comply with the instructions, to the extent permitted by law. - - 2.4. Each of Customer and 3Laws will comply with their respective obligations under the Data Protection Laws. 3Laws shall notify Customer if it determines that it cannot meet its obligations under the Data Protection Laws. Customer has the right to take reasonable steps to ensure that 3Laws uses Customer Personal Data in a manner consistent with Customer’s obligations under Data Protection Laws by exercising Customer’s audit rights in Section 10 of this DPA. - -3. Cross-Border Transfers of Personal Data - - 3.1. With respect to Customer Personal Data originating from the European Economic Area (“EEA”), the United Kingdom (the “UK”) or Switzerland that is transferred from Customer to 3Laws, the parties agree to comply with the general clauses and with “Module Two” (Controller to Processor) and “Module Three” (Processor to Processor) of the EU SCCs, which are incorporated herein by reference, with Customer as the “data exporter” and 3Laws as the “data importer.” - - 3.2. For purposes of the EU SCCs the parties agree that: - - 3.2.1. The optional docking clause 7 of the EU SCCs will not apply. - - 3.2.2. In clause 9 of the EU SCCs, option 2 will apply and the time period for prior notice of Sub-Processor changes will be as set forth in Section 5.2 of this DPA. - - 3.2.3. The optional language in clause 11 of the EU SCCs will not apply. - - 3.2.4. In clause 17 of the EU SCCs, option 1 applies and the EU SCCs shall be governed by the laws of France. - - 3.2.5. In clause 18(b) of the EU SCCs, the parties agree to submit to the jurisdiction of the courts of France. - - 3.2.6. In Annex I, Section A (List of Parties) of the EU SCCs, - - (i) the Customer is the data exporter and 3Laws is the data importer and their identity and contact details and, where applicable, information about their respective data protection officer and/or representative in the EEA are those set forth in the Agreement or as otherwise communicated by each party to the other party; - - (ii) Customer is a Controller (under “Module Two” of the EU SCCs) or Processor (under “Module Three” of the EU SCCs), and 3Laws is a Processor; - - (iii) the activities relevant to the data transferred under the EU SCCs relate to the provision of the Service pursuant to the Agreement; and (iv) entering into this DPA shall be treated as each party’s signature of Annex I, Section A, as of the effective date of this DPA. - - 3.2.7. In Annex I, Section B (Description of Transfer) of the EU SCCs: - - (i) Schedule 1 to this DPA describes 3Laws’ Processing of Customer Personal Data; - - (ii) the frequency of the transfer is continuous (for as long as Customer uses the Service); - - (iii) Customer Personal Data will be retained in accordance with Clause 8.5 of the EU SCCs and this DPA; - - (iv) 3Laws uses the Sub-Processors described in Section 5.2 of this DPA to support the provision of the Service. - - 3.2.8. In Annex I, Section C (Competent Supervisory Authority) of the EU SCCs, the competent supervisory authority identified in accordance with Clause 13 of the EU SCCs is the competent supervisory authority communicated by Customer to 3Laws. - - 3.2.9. In Annex II of the EU SCCs, data importer has implemented and will maintain appropriate technical and organizational measures to protect the security, confidentiality and integrity of Customer Personal Data as described in Schedule 2 to this DPA. - - 3.3. If the transfer of Customer Personal Data is subject to the Swiss Federal Act on Data Protection (“FADP”), the parties agree to rely on the EU SCCs with the following modifications: - - (i) the Federal Data Protection and Information Commissioner (FDPIC) will be the competent supervisory authority under Clause 13 of the EU SCCs; - - (ii) the parties agree to abide by the GDPR standard in relation to all Processing of Customer Personal Data that is governed by the FADP; - - (iii) the term “Member State” in the EU SCCs will not prevent Data Subjects who habitually reside in Switzerland from initiating legal proceedings in Switzerland in accordance with Clause 18(c) of the EU SCCs; and - - (iv) references to the ‘GDPR’ in the EU SCCs will be understood as references to the FADP. - - 3.4. With respect to transfers from Customer to 3Laws of Customer Personal Data originating from the UK, the parties agree that the UK Addendum will complement the EU SCCs to the extent required under Data Protection Law. The UK Addendum is incorporated herein by reference. The parties agree that the UK Addendum is completed as follows: - - 3.4.1. For the purpose of Part 1 of the UK Addendum: - - 3.4.1.1. Table 1 (Parties): the start date is the effective date of the Agreement, the exporter is the Customer and the importer is 3Laws, the table is deemed to be completed with the information set out in Section 3.2 of this DPA, and by signing this DPA,parties are deemed to have signed the UK Addendum. - - 3.4.1.2. Table 2 (Selected SCCs, Modules and Selected Clauses): the “Approved EU SCCs” which the UK Addendum is appended to are the EU SCCs incorporated into this DPA and completed as set out in Section 3.2 of this DPA. - - 3.4.1.3. Table 3 (Appendix Information): the information requested in Annex 1 is provided in Sections 3.2.6 and 3.2.7 of this DPA; the security measures requested in Annex 2 are described in Schedule 2 to this DPA; the list of Sub-Processors is available as described in Section 5.2 of this DPA. - - 3.4.1.4. Table 4: both the data importer and the data exporter may end the UK Addendum as set out in section 19 of the UK Addendum. - - 3.4.1.5. The competent supervisory authority for data transfers in connection with the UK Addendum will be the Information Commissioner’s Office. - -4. Confidentiality and Security - - 4.1. 3Laws will require 3Laws’ personnel who access Customer Personal Data to commit to protect the confidentiality of Customer Personal Data. - - 4.2. 3Laws will implement commercially reasonable technical and organisational measures, as further described in Schedule 2 to this DPA, that are designed to protect against accidental or unlawful destruction, loss, alteration, unauthorized disclosure of, or access to Customer Personal Data. - - 4.3. To the extent required by Data Protection Laws, 3Laws will provide Customer with reasonable assistance as necessary for the fulfilment of Customer’s obligations under Data Protection Laws to maintain the security of Customer Personal Data. - -5. Sub-Processing - - 5.1. Customer hereby authorizes 3Laws to appoint (and permit each Sub-Processor appointed in accordance with this Section 5 to appoint) Sub-Processors in accordance with this Section 5. - - 5.2. The Sub-Processors appointed by 3Laws as at the date of this DPA are set out at Schedule 3 (“Sub-Processors List”). 3Laws will inform Customer of any intended changes concerning the addition or replacement of any appointed Sub-Processors (a “New Sub-Processor”) at least ten (10) days in advance, along with reasonably detailed information about such New Sub-Processor by sending email notification. - - 5.3. Customer will have an opportunity to object in writing to the appointment of a New Sub-Processor within ten (10) business days after receipt of notice of a New Sub-Processor in accordance with Section 5.2 , provided that such objection must be on reasonable, substantial grounds, directly related to such New Sub-Processor’s ability to comply with substantially similar obligations to those set out in this DPA. If Customer does not so object, the engagement of the New Sub- Processor shall be deemed accepted by Customer. If Customer notifies 3Laws in writing of any objections to the proposed appointment, the parties agree to discuss commercially reasonable alternative solutions in good faith. If the parties cannot reach a resolution within thirty (30) business days from the date of 3Laws’ receipt of Customer’s written objection, the parties may terminate the Agreement. - - 5.4. 3Laws will enter into an agreement with each Sub-Processor that imposes on the Sub-Processor, in substance, the same obligations that apply to 3Laws under this DPA. Where any of its Sub-Processors fails to fulfil its data protection obligations, 3Laws will be liable to Customer for the performance of its Sub-Processors’ obligations. - -6. Data Subject Rights - -Customer is responsible for responding to any Data Subject requests relating to Customer Personal Data (“Requests”). If 3Laws receives any Requests during the term of the Agreement, 3Laws will advise the Data Subject to submit the request directly to Customer. 3Laws will provide Customer with reasonable assistance to permit Customer to respond to Requests. - -7. Personal Data Breaches - -Upon becoming aware of a Personal Data Breach affecting Customer Personal Data, 3Laws will - - (i) promptly take measures designed to remediate the Personal Data Breach, and - - (ii) notify Customer without undue delay. Customer is solely responsible for complying with Personal Data Breach notification requirements applicable to Customer. Customer may request that 3Laws reasonably assist Customer’s efforts to notify Personal Data Breaches to the competent data protection authorities and/or affected Data Subjects, if Customer is required to do so under the Data Protection Laws. 3Laws’ notice of or response to a Personal Data Breach under this Section 7 will not be an acknowledgement or admission by 3Laws of any fault or liability with respect to the Personal Data Breach. - -8. Data Protection Impact Assessment; Prior Consultation - -Customer may request reasonable assistance from 3Laws in connection with conducting data protection impact assessments and consultation with data protection authorities if Customer is required to engage in such activities under applicable Data Protection Laws and the data protection impact assessment or consultation relate to the Processing by 3Laws of Customer Personal Data. - -9. Deletion of Customer Personal Data - -Customer instructs 3Laws to delete Customer Personal Data within 90 days of the termination of the Agreement and delete existing copies unless applicable law requires otherwise. The parties agree that the certification of deletion described in the SCCs, if applicable, shall be provided only upon Customer’s written request. Notwithstanding the foregoing, 3Laws may retain Customer Personal Data to the extent and for the period required by applicable laws provided that 3Laws maintains the confidentiality of all such Customer Personal Data and Processes such Customer Personal Data only as necessary for the purpose(s) specified in the applicable laws requiring its storage. - -10. Audits - - 10.1. Customer may audit 3Laws’ compliance with its obligations under this DPA up to once per year. In addition, Customer may perform more frequent audits (including inspections) in the event: - - (1) 3Laws suffers a Personal Data Breach affecting Customer Personal Data; - - (2) Customer has genuine, documented concerns regarding 3Laws’ compliance with this DPA or the Data Protection Laws; or - - (3) where required by the Data Protection Laws, including where mandated by regulatory or governmental authorities with jurisdiction over Customer Personal Data. 3Laws will contribute to such audits by providing Customer or Customer’s regulatory or governmental authority with the information and assistance reasonably necessary to conduct the audit. - - 10.2. To request an audit, Customer must submit a detailed proposed audit plan to [contact email] at least one month in advance of the proposed audit start date. The proposed audit plan must describe the proposed scope, duration, start date of the audit, and the identity of any third party Customer intends to appoint to perform the audit. 3Laws will review the proposed audit plan and provide Customer with any concerns or questions (for example, 3Laws may object to the third party auditor as described in Section 10.3 , provide an Audit Report as described in Section 10.4, or identify any requests for information that could compromise 3Laws confidentiality obligations or security, privacy, employment or other relevant policies). The parties will negotiate in good faith to agree on a final audit plan at least two weeks in advance of the proposed audit start date. - -Nothing in this Section 10 shall require 3Laws to breach any duties of confidentiality. - - 10.3. 3Laws may object to third party auditors that are, in 3Laws’ reasonable opinion, not suitably qualified or independent, a competitor of 3Laws, or otherwise manifestly unsuitable. Customer will appoint another auditor or conduct the audit itself if the parties cannot resolve 3Laws’ auditor objection after negotiating in good faith. - - 10.4. If the requested audit scope is addressed in an SSAE 18/ISAE 3402 Type 2, ISO, NIST or similar audit report performed by a qualified third party auditor on 3Laws’ systems that Process Customer Personal Data (“Audit Reports”) within twelve (12) months of Customer’s audit request and 3Laws confirms there are no known material changes in the controls audited, Customer agrees to accept the Audit Report in lieu of requesting an audit of the controls covered by the Audit Report. - - 10.5. The audit must be conducted at a mutually agreeable time during regular business hours at the applicable facility, subject to the agreed final audit plan and 3Laws’ health and safety or other relevant policies. The audit may not unreasonably interfere with 3Laws business activities. - - 10.6. Any audits are at Customer’s expense and Customer will promptly disclose to 3Laws any perceived non-compliance or security concerns discovered during the audit, together with all relevant details. - - 10.7. The parties agree that the audits described in the SCCs, if applicable, shall be performed in accordance with this Section 10 . - - 11. Liability - - 11.1. Each party’s liability towards the other party under or in connection with this DPA will be limited in accordance with the provisions of the Agreement. - - 11.2. Customer acknowledges that 3Laws is reliant on Customer for direction as to the extent to which 3Laws is entitled to Process Customer Personal Data on behalf of Customer in performance of the Service. Consequently, 3Laws will not be liable under the Agreement for any claim brought by a Data Subject arising from (a) any action or omission by 3Laws in compliance with Customer’s instructions or (b) from Customer’s failure to comply with its obligations under the Data Protection Laws. - -12. General Provisions - -With regard to the subject matter of this DPA, in the event of inconsistencies between the provisions of this DPA and the Agreement, the provisions of this DPA shall prevail. In the event of inconsistencies between the DPA and the SCCs, the SCCs will prevail. - -SCHEDULE 1 -********** - -Details of Processing -===================== - -1. Categories of Data Subjects. This DPA applies to the Processing of Customer Personal Data relating to Customer’s employees, contractors, and other authorized users of the Service (“Data Subjects”). - -2. Types of Personal Data. The extent of the Customer Personal Data Processed by 3Laws is determined and controlled by the Customer in its sole discretion and includes names, addresses, email addresses, and any other Personal Data that may be transmitted through the Service by Data Subjects. - -3. Subject-Matter and Nature of the Processing. The subject-matter of Processing of Customer Personal Data by 3Laws is the provision of the Service to the Customer. Customer Personal Data will be subject to those Processing activities which 3Laws needs to perform in order to provide the Service pursuant to the Agreement. - -4. Purpose of the Processing. Customer Personal Data will be Processed by 3Laws for purposes of providing the Service as set out in the Agreement. - -5. Duration of the Processing. Customer Personal Data will be Processed for the duration of the Agreement, subject to Section 9 of the DPA. - -SCHEDULE 2 -********** - -Security Measures -================= - -3Laws maintains a comprehensive, written information security program that contains administrative, technical, and physical safeguards that are appropriate to - - (a) the size, scope and type of 3Laws’ business; - - (b) the type of information that 3Laws will store; and - - (c) the need for security and confidentiality of such information. 3Laws’ security program includes: - - #. Only authorized 3Laws employees will be given access to the server folders where personal information may be kept. - - #. Personal information that is received through the 3Laws web sites will be stored in folders that are not publicly viewable. - - #. Customer data that is collected during operation of the Customer's equipment will be tagged so that the origin of the data is encrypted and only 3Laws personnel can identify the source of the data. - - #. 3Laws will only collect information related to the operation of the customer's technical equipment as it relates to the 3Laws software. diff --git a/docs/sources/faq.rst b/docs/sources/faq.rst new file mode 100644 index 0000000..44067e0 --- /dev/null +++ b/docs/sources/faq.rst @@ -0,0 +1,98 @@ +FAQ +### + +.. contents:: Table of Contents + :local: + +How does the 3Laws Supervisor work? +=================================== + +Supervisor depends on a **kinematic/dynamic model** of the vehicle, a measure of the **distance to the nearest object(s)**, and the current **requested input** to the system. + +In simple terms, Supervisor calculates the likelihood that the current command will drive the vehicle to come too close to the nearest objects faster than the vehicle can be pushed away from them. + +If the measure indicates an **imminent violation** of the requested margin, Supervisor will find the motion command that is quadratically **closest to the one being requested** but yet keeps the vehicle from colliding. When no collision is predicted, Supervisor **forwards the requested input** directly as output. + +.. note:: + Supervisor does not modify the requested input unless a collision is detected. + +Supervisor also support several **fault handling** options. Supervisor will monitor the regularity of receipt of the obstacle list or LaserScan input,of the state, and of the requested input. If any of these signals drops out or fails to meet criteria like number of scan points, Supervisor can either stop forwarding the requested input or can send zeroes - to stop motion of the vehicle. + +What are CBFs? +============== + +Control barrier functions are a **mathematical formulation** to constrain a physical system in motion to stay within a desired region of operation. By commanding the system back into what is defined as the desirable (or “invariant set”) region, certain properties similar to **stability and safety** can be provided. **In theory** these properties are guaranteed as long as the system responds according to the **mathematical model** that is being used. + +The `CBF` itself is a mathematical function that measures the distance from the system’s current condition to a boundary. The objective is to keep the system within the boundary. The definition of the boundary or barrier can be built to meet a **wide variety of goals** including collision avoidance, geo-fencing, falling over, exceeding angles-of-attack, violating accelerations, and multiple others. +One of the main advantages of this formulation is that multiple objectives can be applied simultaneously. + +Operation of the CBF technology requires both the definition of the barrier function and creation of a **remediation strategy**. The remediation is an approach to command the system back into a region where the function has the desirable value. Typically, there will be a large collection of commands that can maintain the system’s state within the desirable regions, so a choice of the “best” one needs to be made. The implementation in Supervisor sets up a **quadratic programming (QP) problem** to obtain this solution. This optimization means that the system will come **as-close-as-possible** to the motion that is being requested while still avoiding the undesirable outcome like a collision. + +3Laws was founded by Aaron Ames and some of his team members who are responsible for creating the concept and developing/successfully **demonstrating the implementations** in a variety of systems including walking robots, wheeled vehicles, autonomous trucks, quad-copters, watersport boats, and commercial/military aircraft. + +What is needed in order to implement a CBF? +=========================================== + +CBFs depend on a mathematical model of the physical (dynamical) system of interest. Often, a **reduced-order model can be used** without significant loss of performance/guarantees. Reduced order models result in lower computational loads. However, higher model precision and accuracy are desirable because margins for **uncertainty** can be reduced. + +Next, CBFs depend on the desired barrier function itself. For collision avoidance, the barrier function could, for example, be the squared distance to the object. If multiple objects are being tracked, the barrier function can be built as the **sum of the distances to these objects**. This is a great feature because one can then use a **point-cloud to represent the objects**, and a scan can be done through the point cloud, always responding to the worst-case (closest) point. + +Then, beyond the need for computational equipment, the only remaining needs are the desired commands that drive the system, the state of the system (if there are system-state variables in the barrier function) and the external measurements (like obstacles) arriving in real-time. + +How are CBFs implemented in 3Laws Supervisor? What Makes 3Laws Supervisor so performant? **Provable Math**: + +- Supervisor Rate of change is based on the barrier function \\(h\\), which must satisfy: :math:`\dot{h} \geq \alpha \cdot h` +- Solution depends on applied actions \\((u)\\) and the system model: :math:`\frac{dx}{dt} = f(x) + g(x)\cdot u` +- Solution process: + + - Compute the expression for \\(h\\) to give sets of linear constraints. + - Solve the constraints (through a `QP`) to produce modified commands that are closest to the original but meet the constraints. + - Stopping the vehicle or changing direction are typical optimal solutions. + +- Expanded Capabilities: + + - Multiple objects/barriers. + - Noise and Uncertainties methodically handled. + - Aggressive/Conservative Qualities can be adjusted. + +- Updates by the planner immediately produce a new, modified \\(u\\). + +This approach generalizes for drones, quadrupeds, aircraft, AMRs, manipulators autonomous vehicles, or anything that moves and has fly-by-wire controllers. + +Does Supervisor use any methods other than CBFs to deliver its functionality? +============================================================================= + +Supervisor goes beyond just CBFs in order to provide a more practical solution. The way the Supervisor **filtering** is implemented provides a really convenient path to also provide capabilities like bringing the vehicle to a “failsafe” configuration if problems are detected with incoming data. + +Supervisor monitors the three primary data streams (system state, desired inputs, obstacle/sensor) and if any of these states does not meet the **requirements** such as regular arrival time, Supervisor can switch to a fail-safe state (e.g. send stopping commands). + +.. note:: + Supervisor can also monitor additional variables that have discrete states (e.g. “starting”, “running”, “stopped”), and can cause a change to failsafe state if one or more of these monitored variables has an undesirable value. + +What are some examples of 3Laws Supervisor applications? In other words, how can Supervisor be used in the real world? +====================================================================================================================== + +Currently, Supervisor only supports collision avoidance for **omni-directional**, **differential-drive**, and **front-steering** vehicles. + +Supervisor **Pro** offers collision avoidance, geofencing, system stability, and other operation constraint satisfiers. Specifically, Supervisor Pro can add the necessary control to your system to satisfy any performance constraint as long as your systems’ sensors provide the relevant real-time metrics. + +What is the difference between Supervisor and Supervisor **Pro**? +================================================================= + +Supervisor is a fast-to-install, low-configuration collision avoidance software component for omni-directional, differential-drive, and single-track vehicles controlled by ROS or ROS2. + +Supervisor **Pro** uses the same codebase as Supervisor but is **tailored/optimized** for specific platforms and use cases. + +For example, if the system uses interfaces other than ROS, Supervisor Pro can be designed using the appropriate interfaces. More importantly, Supervisor Pro will achieve higher performance because it is built for the individual platform including considerations about its operational domain and what objectives it must accomplish. + +The Control Barrier Functions and models most appropriate to the individual operations are selected and applied. + +On what types of systems has 3Laws implemented Supervisor? +========================================================== + +Supervisor is currently implemented on Autonomous Mobile Robots (AMRs). Supervisor Pro has been implemented on semi trucks, military drones, fighter jets, manipulators, AMRs, inverted pendulums (Segways), speed boats, and quadrupeds. + +How long has Supervisor been under development? +================================================ + +Supervisor has a long and proven legacy of development and industrial testing both at Georgia Tech and Caltech for over 8 years with industry leaders such as Raytheon, Ford, Wondercraft, BP, et al. diff --git a/docs/sources/getting_started.rst b/docs/sources/getting_started.rst new file mode 100644 index 0000000..8c0c205 --- /dev/null +++ b/docs/sources/getting_started.rst @@ -0,0 +1,212 @@ +Getting started +################ + +.. contents:: Table of Contents + :local: + +In its current instantiation, **3Laws Supervisor** supports ground-based mobile platforms (wheeled or legged) with the following movement modalities: + + * Differential-drive + * Front-wheel steering + * Omni-directional + +For perception, **3Laws Supervisor** currently supports: + + * Raw 2D laserscan data + * Pre-processed map of obstacles with their locations and shapes + +The **3Laws Supervisor** software is a `ROS `_ node available on x86_64 and ARM-64 processor architectures for multiple OS/ROS combinations: + ++-----------------------+--------------+---------------------+ +| Ubuntu Distribution | ROS1 version | ROS2 version | ++=======================+==============+=====================+ +| 22.04 | N/A | Humble/Iron | ++-----------------------+--------------+---------------------+ +| 20.04 | Noetic | Galactic/Foxy | ++-----------------------+--------------+---------------------+ + +.. _Installation: + +1. Install +********** + +To install Supervisor on the system, open a terminal and run the following command: + +.. code-block:: bash + + bash <(curl https://raw.githubusercontent.com/3LawsRobotics/3laws/master/install.sh) + +This will run a script to auto-detect the system architecture, install any missing dependencies, download the right binary, and give you through any necessary configuration steps. + +.. important:: + + A *sudo* permission may be asked to run APT and install the software. + +.. note:: + + The ROS packages are installed into the global ROS installation directory. You may have to source the ROS setup script to make the new components available in the current terminal: ``source /opt/ros//setup.sh``. + + +2. Start the control Panel +************************** +Before the Supervisor can be started, in must be configured. In order to configure it, a web-based Control Panel is provided. + +To enable the Control Panel backend service, open a terminal and run the following command: + +.. code-block:: bash + + 3laws control-panel autostart enable + +.. note:: + See :doc:`CLI reference ` for more options to start the control panel. + +3. Configure the Supervisor +*************************** + +Now that the Control Panel backend is up and running, you can access the control panel from any machine on the same network as the robot by opening a web browser and navigating to the following URL: ``http://:8080/``. + +The initial view of the Control Panel is the "Configuration" page, which consists of sections (tabs) listed as **Credentials**, **Robot Model**, **Supervisor**, **Localization**, and **Perception**. + +.. warning:: + + The entire configuration needs to be completed before starting the Supervisor software. If a part of the configuration is missing, the associated tab will be orange in color. Once the configuration is complete all tabs should be white. + +.. note:: + + See :ref:`Control Panel reference ` for more details on the configuration options. + + +.. note:: + + The Supervisor does not have to run during the configuration step. It loads the configuration file at start-up, so it needs to be started **after** the configuration is created/updated. + + +4. Interface with your stack +***************************** + +In order to perform collision avoidance maneuvers, the Supervisor must be able to send commands to your robot actuators. These commands will be published on the ``/lll/ram/filtered_input`` topic. + +Your low-level controller therefore need to subscribe to this topic and apply the commands to your robot: + +.. image:: data/ram_interfacing.png + :align: center + :width: 600px + :alt: Operations page showing a configured robot that does not yet have sensor or planning data. + +5. Launch +********* + +To launch the Supervisor directly, use the following command: + +.. tabs:: + .. tab:: ROS1 + .. code-block:: bash + + roslaunch lll_supervisor supervisor.launch + + .. tab:: ROS2 + .. code-block:: bash + + ros2 launch lll_supervisor supervisor.launch.py + + +To include the Supervisor as part of your launch file, use the following code snippets: + +.. tabs:: + .. tab:: ROS1 + .. code-block:: xml + + + + " + + .. tab:: ROS2 + .. code-block:: python + + from launch.actions import IncludeLaunchDescription + from launch.launch_description_sources import PythonLaunchDescriptionSource + from launch.substitutions import PathJoinSubstitution + + # launchDesc = LaunchDescription() + + launchDesc.add_action( + IncludeLaunchDescription( + PythonLaunchDescriptionSource( + PathJoinSubstitution( + [ + get_package_share_directory("lll_supervisor"), + "launch", + "supervisor.launch.py", + ] + ) + ), + launch_arguments={ + "log_level": "info", + }.items(), + ) + ) + + +6. Monitor your system (optional) +********************************* + +The control panel provides an `Operation` page that can be used to monitor the status of the Supervisor working alongside your stack. + +For that to work, the Supervisor and the Control Panel backend must both be running, and a `rosbridge websocket `_ must be running on the same network as the Supervisor. + +To install the rosbridge suite, run the following command: + +.. code-block:: bash + + sudo apt-get install ros--rosbridge-suite + +To start the rosbridge websocket, run the following command: + +.. tabs:: + .. tab:: ROS1 + .. code-block:: bash + + roslaunch rosbridge_server rosbridge_websocket.launch + + .. tab:: ROS2 + .. code-block:: bash + + ros2 launch rosbridge_server rosbridge_websocket_launch.xml + +.. important:: + + Make sure to specify the rosbridge websocket IP address and port in the control panel: + + .. image:: data/cpanel7.png + :align: center + :width: 600px + :alt: Operations page showing a configured robot that does not yet have sensor or planning data. + +.. note:: + + See :ref:`Control Panel reference ` for more details on the operation page. + + +7. Update (optional) +******************** + +You can check for updates to the Supervisor by running the following command: + +.. code-block:: bash + + 3laws check-update + +To update the Supervisor, use the same command as for the installation: + +.. code-block:: bash + + bash <(curl https://raw.githubusercontent.com/3LawsRobotics/3laws/master/install.sh) + +.. note:: + + The supervisor will be updated to the latest version available for the system's distribution. The **existing configurations will not be modified**, but if new variables need to be configured, advisories will be given during the installation. + +8. What's next? +**************** + +Next, go read our :doc:`User Guide` to discover everything the supervisor can do for you. diff --git a/docs/sources/introduction.rst b/docs/sources/introduction.rst deleted file mode 100644 index b79be77..0000000 --- a/docs/sources/introduction.rst +++ /dev/null @@ -1,72 +0,0 @@ -Introduction -############ - -The 3Laws Robotics Supervisor is a software package that provides a control filter to add collision avoidance without compromising performance. - -For installation instructions, please see: :ref:`Installation`. - -Multiple ROS version are supported: - -+-----------------------+--------------+---------------------+ -| Ubuntu Distribution | ROS1 version | ROS2 version | -+=======================+==============+=====================+ -| 22.04 | N/A | Humble/Iron | -+-----------------------+--------------+---------------------+ -| 20.04 | Noetic | Galactic/Foxy | -+-----------------------+--------------+---------------------+ - -The software is also supported on other versions of ROS, but is not tested as completely. Supervisor is available for x86_64 and ARM-64 processor architectures. Other architectures -may be available upon request. - -Supervisor interfaces -********************* - -The 3Laws Robotics Supervisor currently requires that the robot uses the Robot Operating System (`ROS `_). -The Supervisor is a ROS node that subscribes to the robot's state, sensors, planning, computational measures, perception, and control commands. If the RTA capability is enabled, Supervisor will also publish safety-filtered control commands to the robot's actuators. -A detailed description of the Supervisor ROS topics is provided here: :doc:`ROS topics

` - -Functionality -************* - -The Supervisor has 3 main functions: - -- **Run-time assurance**: The core of the collision avoidance capability in the Supervisor is a filter that operates at the controller level to ensures that the directional commands sent to the robot do not violate proximity constraints relative to laserscan data. This component runs in near-real-time on the robot. -- **Robot Diagnostics**: The Robot Diagnostic Monitor is a collection of metrics calculated to indicate the robot health and safety. Data is aggregated on the robot by this module and is then published for use by other ROS nodes. Optionally, these metrics can be published to a cloud dashboard that 3Laws can set up. -- **Control Panel**: The Control Panel is an optional web-based application that guides the user through the configuration of the Supervisor and debugging of operations. Based on the data provided by the user, it creates (or updates) a configuration file used by the Supervisor's various capabilities. The Control Panel has some abilities to visualize the robot's safety. This component does not need to be active (or running) during operation of the robot, except as desired for visualizing the metrics available through it. Once the Supervisor is configured through the Control Panel, turning off the lll_control_panel.service is a reasonable step. - -.. image:: data/architecture.png - :width: 800px - :alt: Architecture schema - -Run-time assurance -================== - -The run-time assurance capability, also referred to as **Copilot**, is a filter that operates at the control rate. It is designed to ensure that the robot's control commands keep the robot in a user defined safe state. Based on formal mathematical proven methods, the Copilot is able to prevent the robot from colliding while still allowing the robot to reach maximum performance when the system is far from any obstacles **in its current travel direction**. - -This ability allows development of the robot's control and planning algorithms without worrying about collision avoidance. - -The Copilot uses basic kinematic and dynamic models for the robot in order to predict potential collisions. Supervisor currently supports differential-drive (able to rotate-in-place and translate), single-track steered, and omni-directional (able to translate sideways in addition to rotations and forward/back motion) vehicles. - - -Robot diagnostics monitor -========================= - -The diagnostics that monitors and compute metrics about the robot health and safety. The computed metrics are published on ROS topics that are available locally on the robot. High frequency versions of the metrics can be used to monitor the robot's health and safety in real-time. In other words, these metrics are available to other processes on the robot which can then use the information to make decisions. - -The metrics are also summarized and optionally sent to a cloud database for display and analysis. 3LawsRobotics cloud dashboards help diagnose issues the robot might have. These Dashboards are made using `Grafana `_. - -Configuration -************* - -The most straightforward way to insert Supervisor into an existing command chain is to use the ROS remapping feature as illustrated in the figure below. There is no need to make any changes to the signals published or subscribed-to by the existing components. In the example below, the **/cmd_vel** signal represents the output of the Planner and the input to the Controller. At launch time, the Planner's signal can be remapped to an alternate name like **/cmd_vel_plan**. - -.. image:: data/supervisor_insertion_1.png - :width: 800px - :alt: Architecture schema - -The Supervisor should then be configured (after installation) to subscribe to the **/cmd_vel_plan** signal that is the resulting output from the Planner. The Supervisor's launch file (nominally */opt/ros//share/lll_supervisor/launch/supervisor.launch.py* should be modified to include the remapping from **/lll/ram/filtered_input** to **/cmd_vel**, which is what the downstream system subscribes to. - -For effective operation, the Supervisor needs to be configured. Details for this step are presented in :doc:`Using Supervisor `. - -The Control Panel also visualizes operation of the Supervisor's Copilot. - diff --git a/docs/sources/knowledge.rst b/docs/sources/knowledge.rst new file mode 100644 index 0000000..b213b80 --- /dev/null +++ b/docs/sources/knowledge.rst @@ -0,0 +1,20 @@ +Knowledge +######### + +Blogs +====== +`3Laws Blogs on 3laws.io `_ + +Papers +====== + +`Aaron Ames's publications `_ + +Videos +====== + +This section contains videos to conference talks on the subject of control barrier function and runtime assurance. + +* Jason Choi -- Introduction to Control Lyapunov Functions and Control Barrier Functions + +.. youtube:: _Tkn_Hzo4AA diff --git a/docs/sources/copyrights.rst b/docs/sources/legal.rst similarity index 57% rename from docs/sources/copyrights.rst rename to docs/sources/legal.rst index 7b97ed8..43a7aa2 100644 --- a/docs/sources/copyrights.rst +++ b/docs/sources/legal.rst @@ -1,10 +1,13 @@ -Copyrights and Licenses -####################### +Legal +##### + +.. contents:: Table of Contents + :local: The 3Laws Robotics Supervisor is a proprietary, commercial package. This is the 3Laws End User License Agreement -3LAWS SOFTWARE LICENSE AGREEMENT -******************************** +Software License Agreement +************************** Updated 2024-04-10 @@ -12,115 +15,115 @@ SOFTWARE LICENSE AGREEMENT 1. SOFTWARE AND SUPPORT - 1.1 3Laws Robotics, Inc. (“3Laws”) provides its software solution designed to improve and enhance the safety and performance of robotics and other automated solutions (collectively, the “Software”) to you (“Customer”) pursuant to this Software License Agreement (the “Agreement”). By entering into a Software order form (or other ordering document) or Software-related agreement with 3Laws (each an “Order Form”) or otherwise registering for, downloading, accessing or using the Software, Customer unconditionally accepts and agrees to all of the terms of this Agreement. By entering into this agreement on behalf of a company or other legal entity, + 1.1 3Laws Robotics, Inc. (“3Laws”) provides its software solution designed to improve and enhance the safety and performance of robotics and other automated solutions (collectively, the “Software”) to you (“Customer”) pursuant to this Software License Agreement (the “Agreement”). By entering into a Software order form (or other ordering document) or Software-related agreement with 3Laws (each an “Order Form”) or otherwise registering for, downloading, accessing or using the Software, Customer unconditionally accepts and agrees to all of the terms of this Agreement. By entering into this agreement on behalf of a company or other legal entity, - Customer represents that it has the authority to bind such entity and its affiliates to the terms of this Agreement, and, accordingly, the term "Customer" shall refer to such entity and its affiliates. If Customer does not have such authority, or Customer does notagree to all of the terms of this Agreement, Customer may not use the Software. Each applicable Order Form is subject to and governed by the terms of this Agreement and forms a part hereof. + Customer represents that it has the authority to bind such entity and its affiliates to the terms of this Agreement, and, accordingly, the term "Customer" shall refer to such entity and its affiliates. If Customer does not have such authority, or Customer does notagree to all of the terms of this Agreement, Customer may not use the Software. Each applicable Order Form is subject to and governed by the terms of this Agreement and forms a part hereof. - 1.2 Subject to the terms of this Agreement, 3Laws + 1.2 Subject to the terms of this Agreement, 3Laws - (a) grants Customer a non-exclusive, non-sublicensable, non-transferable license, solely during the Term, to use the Software solely installed on the robotic system(s) identified in the applicable Order Form solely for Customer’s internal business purposes, and + (a) grants Customer a non-exclusive, non-sublicensable, non-transferable license, solely during the Term, to use the Software solely installed on the robotic system(s) identified in the applicable Order Form solely for Customer’s internal business purposes, and - (b) will use commercially reasonable efforts to provide Customer reasonable support services, through electronic mail, chat or another online mechanism, in accordance with 3Laws’ standard practice. + (b) will use commercially reasonable efforts to provide Customer reasonable support services, through electronic mail, chat or another online mechanism, in accordance with 3Laws’ standard practice. - 1.3 3Laws reserves the right to change or modify portions of this Agreement at any time. If 3Laws does so, it will post the changes on this page and will indicate at the top of this page the date this Agreement was last revised. 3Laws will also notify Customer, either through the Software user interface, in an email notification or through other reasonable means. Any such changes will become effective no earlier than fourteen (14) days after being posted, except that changes addressing new functions of the Software or changes made for legal reasons may become effective immediately. Customer’s continued use of the Software after the date any such changes become effective constitutes acceptance of the new Agreement. + 1.3 3Laws reserves the right to change or modify portions of this Agreement at any time. If 3Laws does so, it will post the changes on this page and will indicate at the top of this page the date this Agreement was last revised. 3Laws will also notify Customer, either through the Software user interface, in an email notification or through other reasonable means. Any such changes will become effective no earlier than fourteen (14) days after being posted, except that changes addressing new functions of the Software or changes made for legal reasons may become effective immediately. Customer’s continued use of the Software after the date any such changes become effective constitutes acceptance of the new Agreement. - 1.4 From time to time, Customer may be invited to try certain features or functionality of the Software at no charge for a free trial or evaluation period or if such features are not generally available to customers (collectively, “Evaluation Features”). Evaluation Features will be designated as beta, pilot, evaluation, trial, limited release or the like. Evaluation Features are for Customer’s internal evaluation purposes only and not for production use, are not supported, are provided “as is” without warranty of any kind, and may be subject to additional terms. + 1.4 From time to time, Customer may be invited to try certain features or functionality of the Software at no charge for a free trial or evaluation period or if such features are not generally available to customers (collectively, “Evaluation Features”). Evaluation Features will be designated as beta, pilot, evaluation, trial, limited release or the like. Evaluation Features are for Customer’s internal evaluation purposes only and not for production use, are not supported, are provided “as is” without warranty of any kind, and may be subject to additional terms. - Unless otherwise stated by 3Laws, any Evaluation Features trial period will expire sixty (60) days from the trial start date. 3Laws may discontinue any Evaluation Features (or Customer’s rights thereto) at any time in its sole discretion and may never make them generally available. 3Laws will have no liability for any harm or damage arising out of or in connection with any Evaluation Features. + Unless otherwise stated by 3Laws, any Evaluation Features trial period will expire sixty (60) days from the trial start date. 3Laws may discontinue any Evaluation Features (or Customer’s rights thereto) at any time in its sole discretion and may never make them generally available. 3Laws will have no liability for any harm or damage arising out of or in connection with any Evaluation Features. 2. RESTRICTIONS AND RESPONSIBILITIES - 2.1 Customer will only use the Software as expressly permitted herein and in the applicable Order Form and agrees that it will not (and will not allow any other party to), directly or indirectly: reverse engineer, decompile, disassemble or otherwise attempt to discover the source code, object code or underlying structure, ideas, know-how or algorithms relevant to the Software or any related documentation, algorithms or data; modify, translate, or create derivative works based on the Software (except to the extent expressly permitted by 3Laws in writing); use the Software for timesharing or service bureau purposes or otherwise for the benefit of a third; use the Software in violation of any applicable law or regulation; remove any proprietary notices or labels; or modify, adapt, benchmark or hack the Software, or otherwise attempt to gain unauthorized access to the Software. All Software is Confidential Information of 3Laws and subject to the terms of Section 3. + 2.1 Customer will only use the Software as expressly permitted herein and in the applicable Order Form and agrees that it will not (and will not allow any other party to), directly or indirectly: reverse engineer, decompile, disassemble or otherwise attempt to discover the source code, object code or underlying structure, ideas, know-how or algorithms relevant to the Software or any related documentation, algorithms or data; modify, translate, or create derivative works based on the Software (except to the extent expressly permitted by 3Laws in writing); use the Software for timesharing or service bureau purposes or otherwise for the benefit of a third; use the Software in violation of any applicable law or regulation; remove any proprietary notices or labels; or modify, adapt, benchmark or hack the Software, or otherwise attempt to gain unauthorized access to the Software. All Software is Confidential Information of 3Laws and subject to the terms of Section 3. - 2.2 Customer represents, covenants, and warrants that Customer will use the Software only in compliance with 3Laws’ standard published policies and codes of conduct then in effect and all applicable laws and regulations. Customer hereby agrees to indemnify and hold harmless 3Laws against any damages, losses, liabilities, settlements and expenses (including without limitation costs and attorneys’ fees) in connection with any claim or action that arises from an alleged violation of any of the foregoing or otherwise from Customer’s use of Software. + 2.2 Customer represents, covenants, and warrants that Customer will use the Software only in compliance with 3Laws’ standard published policies and codes of conduct then in effect and all applicable laws and regulations. Customer hereby agrees to indemnify and hold harmless 3Laws against any damages, losses, liabilities, settlements and expenses (including without limitation costs and attorneys’ fees) in connection with any claim or action that arises from an alleged violation of any of the foregoing or otherwise from Customer’s use of Software. - Although 3Laws has no obligation to monitor Customer’s use of the Software, 3Laws may do so and may prohibit any use of the Software (or disable content or data) it believes may be (or alleged to be) in violation of the foregoing or any other term of this Agreement. + Although 3Laws has no obligation to monitor Customer’s use of the Software, 3Laws may do so and may prohibit any use of the Software (or disable content or data) it believes may be (or alleged to be) in violation of the foregoing or any other term of this Agreement. - 2.3 Customer acknowledges that the Software + 2.3 Customer acknowledges that the Software - (i) records and logs certain usage information related to the Software and related robotic systems, and + (i) records and logs certain usage information related to the Software and related robotic systems, and - (ii) requires license keys from 3Laws in order to function.  Customer shall not disable or tamper with such recording, logging and/or license key functionality in any way and shall provide 3Laws with reasonable access (either direct or remote, at 3Laws’ option) to all systems on which the Software is installed, operated or used for purposes of monitoring or retrieving any such information or license keys and otherwise cooperate with 3Laws’ efforts to obtain and monitor such information and 3Laws license keys. + (ii) requires license keys from 3Laws in order to function.  Customer shall not disable or tamper with such recording, logging and/or license key functionality in any way and shall provide 3Laws with reasonable access (either direct or remote, at 3Laws’ option) to all systems on which the Software is installed, operated or used for purposes of monitoring or retrieving any such information or license keys and otherwise cooperate with 3Laws’ efforts to obtain and monitor such information and 3Laws license keys. 3. CONFIDENTIALITY; PROPRIETARY RIGHTS - 3.1 Each party (the “Receiving Party”) understands that the other party (the “Disclosing Party”) has disclosed or may disclose business, technical or financial information relating to the Disclosing Party’s business (hereinafter referred to as “Proprietary Information” of the Disclosing Party). Proprietary Information of 3Laws includes all Software and other non-public information regarding features, functionality and performance of the Software. The Receiving Party agrees: + 3.1 Each party (the “Receiving Party”) understands that the other party (the “Disclosing Party”) has disclosed or may disclose business, technical or financial information relating to the Disclosing Party’s business (hereinafter referred to as “Proprietary Information” of the Disclosing Party). Proprietary Information of 3Laws includes all Software and other non-public information regarding features, functionality and performance of the Software. The Receiving Party agrees: - (i) to take reasonable precautions to protect such Proprietary Information, and + (i) to take reasonable precautions to protect such Proprietary Information, and - (ii) not to use (except as expressly permitted herein) or divulge to any third person any such Proprietary Information. The Disclosing Party agrees that the foregoing shall not apply with respect to any information that the Receiving Party can document + (ii) not to use (except as expressly permitted herein) or divulge to any third person any such Proprietary Information. The Disclosing Party agrees that the foregoing shall not apply with respect to any information that the Receiving Party can document - (a) is or becomes generally available to the public, + (a) is or becomes generally available to the public, - (b) was in its possession or known by it prior to receipt from the Disclosing Party, + (b) was in its possession or known by it prior to receipt from the Disclosing Party, - (c) was rightfully disclosed to it without restriction by a third party, + (c) was rightfully disclosed to it without restriction by a third party, - (d) was independently developed without use of any Proprietary Information of the Disclosing Party or + (d) was independently developed without use of any Proprietary Information of the Disclosing Party or - (e) is required to be disclosed by law. + (e) is required to be disclosed by law. - 3.2 3Laws shall own and retain all right, title and interest in and to + 3.2 3Laws shall own and retain all right, title and interest in and to - (a) the Software, and all improvements, enhancements or modifications thereto, + (a) the Software, and all improvements, enhancements or modifications thereto, - (b) any software, applications, inventions or other technology developed in connection with any related services or support, and (c) all intellectual property rights relating to any of the foregoing. No rights or licenses are granted except as expressly set forth herein. + (b) any software, applications, inventions or other technology developed in connection with any related services or support, and (c) all intellectual property rights relating to any of the foregoing. No rights or licenses are granted except as expressly set forth herein. - 3.3 With respect to any Customer-related data collected by 3Laws in connection with Customer’s use of the Software (“Customer Data”), 3Laws will maintain a security program materially in accordance with industry standards that is designed to + 3.3 With respect to any Customer-related data collected by 3Laws in connection with Customer’s use of the Software (“Customer Data”), 3Laws will maintain a security program materially in accordance with industry standards that is designed to - (i) ensure the security and integrity of Customer Data; + (i) ensure the security and integrity of Customer Data; - (ii) protect against threats or hazards to the security or integrity of Customer Data; and + (ii) protect against threats or hazards to the security or integrity of Customer Data; and - (iii) prevent unauthorized access to Customer Data. + (iii) prevent unauthorized access to Customer Data. - In furtherance of the foregoing, 3Laws will maintain administrative, physical and technical safeguards to protect the security of Customer Data that are consistent with industry practices. To the extent that 3Laws processes any Personal Data (as defined in the DPA referenced below) contained in Customer Data that is subject to Data Protection Legislation (as defined in the DPA) in the provision of the Software, the Data Processing Addendum (“DPA”) currently available at :ref:`3LawsDataProcessingAddendum` is hereby deemed incorporated herein by reference. Notwithstanding anything to the contrary, 3Laws shall have the right collect, aggregate, retain and analyze data and other information relating to the provision, use and performance of various aspects of the Software and related systems and technologies (including, without limitation, Customer Data and data derived therefrom), and 3Laws will be free (during and after the term hereof) to + In furtherance of the foregoing, 3Laws will maintain administrative, physical and technical safeguards to protect the security of Customer Data that are consistent with industry practices. To the extent that 3Laws processes any Personal Data (as defined in the DPA referenced below) contained in Customer Data that is subject to Data Protection Legislation (as defined in the DPA) in the provision of the Software, the Data Processing Addendum (“DPA”) currently available at :ref:`3LawsDataProcessingAddendum` is hereby deemed incorporated herein by reference. Notwithstanding anything to the contrary, 3Laws shall have the right collect, aggregate, retain and analyze data and other information relating to the provision, use and performance of various aspects of the Software and related systems and technologies (including, without limitation, Customer Data and data derived therefrom), and 3Laws will be free (during and after the term hereof) to - (i) use such information and data to improve and enhance the Software and for other development, diagnostic and corrective purposes in connection with the Software and other 3Laws offerings, and + (i) use such information and data to improve and enhance the Software and for other development, diagnostic and corrective purposes in connection with the Software and other 3Laws offerings, and - (ii) disclose such data solely in aggregate or other de-identified form in connection with its business. Further, for clarity, 3Laws owns all statistical data derived from the operation of the Software, including data regarding the configurations, usage metrics, log data and the performance results for the Software, and nothing herein shall be construed as prohibiting 3Laws from utilizing any such statistical and usage data to optimize and improve the Software or otherwise in connection with its business. + (ii) disclose such data solely in aggregate or other de-identified form in connection with its business. Further, for clarity, 3Laws owns all statistical data derived from the operation of the Software, including data regarding the configurations, usage metrics, log data and the performance results for the Software, and nothing herein shall be construed as prohibiting 3Laws from utilizing any such statistical and usage data to optimize and improve the Software or otherwise in connection with its business. 4. PAYMENT OF FEES - 4.1 Customer will pay 3Laws the then applicable fees forthe Software as described in the relevant Order Form (or in the Software itself, as applicable) in accordance with the terms therein (the “Fees”). All Fees are non-cancelable and non-refundable regardless of any early termination of this Agreement. + 4.1 Customer will pay 3Laws the then applicable fees forthe Software as described in the relevant Order Form (or in the Software itself, as applicable) in accordance with the terms therein (the “Fees”). All Fees are non-cancelable and non-refundable regardless of any early termination of this Agreement. - If Customer’s use of the Software exceeds any applicable limits set forth on the Order Form or otherwise requires the payment of additional Fees (per the terms of this Agreement or those in the Order Form), Customer shall be billed for such usage and Customer agrees to pay the additional fees in the manner provided herein. 3Laws reserves the right to change the Fees or applicable charges and to institute new charges and Fees at the end of the initial Term (defined below) or then current renewal term, upon thirty (30) days’ prior notice to Customer (which may be sent by email). If Customer believes that 3Laws has billed Customer incorrectly, Customer must contact 3Laws no later than sixty (60) days after the closing date on the first billing statement in which the error or problem appeared, in order to receive an adjustment or credit. Inquiries should be directed to the 3Laws’ customer support department. + If Customer’s use of the Software exceeds any applicable limits set forth on the Order Form or otherwise requires the payment of additional Fees (per the terms of this Agreement or those in the Order Form), Customer shall be billed for such usage and Customer agrees to pay the additional fees in the manner provided herein. 3Laws reserves the right to change the Fees or applicable charges and to institute new charges and Fees at the end of the initial Term (defined below) or then current renewal term, upon thirty (30) days’ prior notice to Customer (which may be sent by email). If Customer believes that 3Laws has billed Customer incorrectly, Customer must contact 3Laws no later than sixty (60) days after the closing date on the first billing statement in which the error or problem appeared, in order to receive an adjustment or credit. Inquiries should be directed to the 3Laws’ customer support department. - 4.2 3Laws may also choose to bill through an invoice, in which case, full payment for invoices issued in any given month must be received by 3Laws thirty (30) days after the mailing date of the invoice. Unpaid amounts are subject to a finance charge of 1.5% per month on any outstanding balance, or the maximum permitted by law, whichever is lower, plus all expenses of collection and may result in immediate termination of access to the Software. Customer shall be responsible for all sales, use, value-added and any other taxes associated with its Software access, other than U.S. taxes based on 3Laws’ net income. + 4.2 3Laws may also choose to bill through an invoice, in which case, full payment for invoices issued in any given month must be received by 3Laws thirty (30) days after the mailing date of the invoice. Unpaid amounts are subject to a finance charge of 1.5% per month on any outstanding balance, or the maximum permitted by law, whichever is lower, plus all expenses of collection and may result in immediate termination of access to the Software. Customer shall be responsible for all sales, use, value-added and any other taxes associated with its Software access, other than U.S. taxes based on 3Laws’ net income. 5. TERM AND TERMINATION - 5.1 Subject to earlier termination as provided below, this Agreement is for the term specified in the Order Form, or, if no term is specified therein, for a period of one (1) year from the date Customer is first granted access to the Software (the “Term”). The Term of this Agreement shall be automatically renewed for additional periods of the same duration as the Term, unless either party provides written notice of non-renewal at least thirty (30) days prior to the end of the then-current Term. + 5.1 Subject to earlier termination as provided below, this Agreement is for the term specified in the Order Form, or, if no term is specified therein, for a period of one (1) year from the date Customer is first granted access to the Software (the “Term”). The Term of this Agreement shall be automatically renewed for additional periods of the same duration as the Term, unless either party provides written notice of non-renewal at least thirty (30) days prior to the end of the then-current Term. - 5.2 In addition to any other remedies it may have, either party may also terminate this Agreement upon thirty (30) days’ notice (or without notice in the case of nonpayment), if the other party materially breaches any of the terms or conditions of this Agreement and such breach is not cured during the notice period. 3Laws shall also have the right to terminate this Agreement for convenience at any time upon sixty (60) days prior written notice. 3Laws may also reasonably suspend Customer’s and/or any users’ access to Software at any time in its reasonable discretion if it possesses a good faith belief that Customer’s use of the Software may be in violation of this Agreement or otherwise place 3Laws (or its customers or other interests) at risk of harm, damage, loss or liability. Upon termination, Customer’s right to use the Software shall immediately terminate, all outstanding Fees due for the Software for the entire Term (regardless of any early termination) shall immediately become due and payable, Customer shall return (or at 3Laws’ option destroy) all Software, and each party shall return to the other all Proprietary Information. All sections of this Agreement which by their nature should survive termination will survive termination, including, without limitation, all rights to payment of Fees, confidentiality obligations, warranty disclaimers, and limitations of liability. + 5.2 In addition to any other remedies it may have, either party may also terminate this Agreement upon thirty (30) days’ notice (or without notice in the case of nonpayment), if the other party materially breaches any of the terms or conditions of this Agreement and such breach is not cured during the notice period. 3Laws shall also have the right to terminate this Agreement for convenience at any time upon sixty (60) days prior written notice. 3Laws may also reasonably suspend Customer’s and/or any users’ access to Software at any time in its reasonable discretion if it possesses a good faith belief that Customer’s use of the Software may be in violation of this Agreement or otherwise place 3Laws (or its customers or other interests) at risk of harm, damage, loss or liability. Upon termination, Customer’s right to use the Software shall immediately terminate, all outstanding Fees due for the Software for the entire Term (regardless of any early termination) shall immediately become due and payable, Customer shall return (or at 3Laws’ option destroy) all Software, and each party shall return to the other all Proprietary Information. All sections of this Agreement which by their nature should survive termination will survive termination, including, without limitation, all rights to payment of Fees, confidentiality obligations, warranty disclaimers, and limitations of liability. 6. WARRANTY AND DISCLAIMERS - 6.1 3Laws warrants that the Software will conform to the published specifications in all material respects during the Term. ANY LIABILITY OF 3LAWS WITH RESPECT TO THE SOFTWARE OR THE PERFORMANCE THEREOF UNDER ANY WARRANTY, NEGLIGENCE, STRICT LIABILITY OR OTHER THEORY WILL BE LIMITED EXCLUSIVELY TO SOFTWARE REPAIR OR REPLACEMENT OR, IF REPAIR OR REPLACEMENT IS, IN 3LAWS’ OPINION, IMPRACTICAL, TO REFUND OF THE FEES PAID THEREFOR. 3LAWS DOES NOT WARRANT THAT THE SOFTWARE WILL BE UNINTERRUPTED OR ERROR FREE; NOR DOES IT MAKE ANY WARRANTY AS TO THE RESULTS THAT MAY BE OBTAINED FROM USE OF THE SOFTWARE. EXCEPT AS EXPRESSLY SET FORTH IN THIS SECTION, THE SOFTWARE IS PROVIDED “AS IS” AND 3LAWS DISCLAIMS ALL WARRANTIES, EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. + 6.1 3Laws warrants that the Software will conform to the published specifications in all material respects during the Term. ANY LIABILITY OF 3LAWS WITH RESPECT TO THE SOFTWARE OR THE PERFORMANCE THEREOF UNDER ANY WARRANTY, NEGLIGENCE, STRICT LIABILITY OR OTHER THEORY WILL BE LIMITED EXCLUSIVELY TO SOFTWARE REPAIR OR REPLACEMENT OR, IF REPAIR OR REPLACEMENT IS, IN 3LAWS’ OPINION, IMPRACTICAL, TO REFUND OF THE FEES PAID THEREFOR. 3LAWS DOES NOT WARRANT THAT THE SOFTWARE WILL BE UNINTERRUPTED OR ERROR FREE; NOR DOES IT MAKE ANY WARRANTY AS TO THE RESULTS THAT MAY BE OBTAINED FROM USE OF THE SOFTWARE. EXCEPT AS EXPRESSLY SET FORTH IN THIS SECTION, THE SOFTWARE IS PROVIDED “AS IS” AND 3LAWS DISCLAIMS ALL WARRANTIES, EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. - 6.2 CUSTOMER SAFETY RESPONSIBILITIES: + 6.2 CUSTOMER SAFETY RESPONSIBILITIES: - CUSTOMER ACKNOWLEDGES AND AGREES THAT CUSTOMER (NOT 3LAWS) IS SOLELY RESPONSIBLE FOR THE SAFETY AND PERFORMANCE OF ITS ROBOTIC SYSTEMS (AND OTHER OFFERINGS) AND THAT + CUSTOMER ACKNOWLEDGES AND AGREES THAT CUSTOMER (NOT 3LAWS) IS SOLELY RESPONSIBLE FOR THE SAFETY AND PERFORMANCE OF ITS ROBOTIC SYSTEMS (AND OTHER OFFERINGS) AND THAT - (I) THE SOFTWARE IS ONLY DESIGNED TO SERVE AS AN AID IN SUPPORT OF CUSTOMER’S OWN SAFETY POLICIES AND PRACTICES, + (I) THE SOFTWARE IS ONLY DESIGNED TO SERVE AS AN AID IN SUPPORT OF CUSTOMER’S OWN SAFETY POLICIES AND PRACTICES, - (II) THE SOFTWARE ITSELF CANNOT AND DOES NOT PROTECT INDIVIDUALS FROM HARM OR INJURY, + (II) THE SOFTWARE ITSELF CANNOT AND DOES NOT PROTECT INDIVIDUALS FROM HARM OR INJURY, - (III) THE SOFTWARE IS PROVIDED WITHOUT ANY GUARANTEE OF SPECIFIC RESULTS OR THE SAFETY OF CUSTOMER’S ROBOTIC SYSTEMS, AND + (III) THE SOFTWARE IS PROVIDED WITHOUT ANY GUARANTEE OF SPECIFIC RESULTS OR THE SAFETY OF CUSTOMER’S ROBOTIC SYSTEMS, AND - (IV) 3LAWS SHALL BEAR NO RESPONSIBILITY OR LIABILITY FOR (AND CUSTOMER SHALL INDEMNIFY AND HOLD 3LAWS HARMLESS AGAINST) ANY DAMAGE, INJURY OR LOSS TO PERSONS, SYSTEMS OR PROPERTY (OR OTHERWISE) ARISING FROM OR ASSOCIATED WITH CUSTOMER’S ROBOTIC SYSTEMS OR BUSINESS. + (IV) 3LAWS SHALL BEAR NO RESPONSIBILITY OR LIABILITY FOR (AND CUSTOMER SHALL INDEMNIFY AND HOLD 3LAWS HARMLESS AGAINST) ANY DAMAGE, INJURY OR LOSS TO PERSONS, SYSTEMS OR PROPERTY (OR OTHERWISE) ARISING FROM OR ASSOCIATED WITH CUSTOMER’S ROBOTIC SYSTEMS OR BUSINESS. 7. LIMITATION OF LIABILITY NOTWITHSTANDING ANYTHING TO THE CONTRARY, 3LAWS AND ITS SUPPLIERS, OFFICERS, DIRECTORS, AFFILIATES, REPRESENTATIVES, CONTRACTORS AND EMPLOYEES SHALL NOT BE RESPONSIBLE OR LIABLE WITH RESPECT TO ANY SUBJECT MATTER OF THIS AGREEMENT OR TERMS AND CONDITIONS RELATED THERETO UNDER ANY CONTRACT, NEGLIGENCE, STRICT LIABILITY OR OTHER LEGAL OR EQUITABLE THEORY: - (A) FOR ERROR OR INTERRUPTION OF USE OR FOR LOSS OR INACCURACY OR CORRUPTION OF DATA OR COST OF PROCUREMENT OF SUBSTITUTE GOODS, SERVICES OR TECHNOLOGY OR LOSS OF BUSINESS; + (A) FOR ERROR OR INTERRUPTION OF USE OR FOR LOSS OR INACCURACY OR CORRUPTION OF DATA OR COST OF PROCUREMENT OF SUBSTITUTE GOODS, SERVICES OR TECHNOLOGY OR LOSS OF BUSINESS; - (B) FOR ANY INDIRECT, EXEMPLARY, INCIDENTAL, SPECIAL OR CONSEQUENTIAL DAMAGES; + (B) FOR ANY INDIRECT, EXEMPLARY, INCIDENTAL, SPECIAL OR CONSEQUENTIAL DAMAGES; - (C) FOR ANY MATTER BEYOND 3LAWS’ REASONABLE CONTROL; OR + (C) FOR ANY MATTER BEYOND 3LAWS’ REASONABLE CONTROL; OR - (D) FOR ANY AMOUNTS THAT, TOGETHER WITH AMOUNTS ASSOCIATED WITH ALL OTHER CLAIMS, EXCEED THE FEES RECEIVED BY 3LAWS UNDER THIS AGREEMENT IN THE 12 MONTHS PRIOR TO THE ACT THAT GAVE RISE TO THE LIABILITY, IN EACH CASE, WHETHER OR NOT 3LAWS HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. + (D) FOR ANY AMOUNTS THAT, TOGETHER WITH AMOUNTS ASSOCIATED WITH ALL OTHER CLAIMS, EXCEED THE FEES RECEIVED BY 3LAWS UNDER THIS AGREEMENT IN THE 12 MONTHS PRIOR TO THE ACT THAT GAVE RISE TO THE LIABILITY, IN EACH CASE, WHETHER OR NOT 3LAWS HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. 8. GOVERNMENT MATTERS @@ -164,18 +167,9 @@ The licenses listed below apply individually to each package. `boost `_ -------------------------------------------------------- -License: BSL-1: `Boost Software License`_ - -.. _Boost Software License: https://www.boost.org/users/license.html - +License: BSL-1: `Boost Software License 1.0 `_ - -`strong_type `_ --------------------------------------------------------- - -.. _Boost Software License 1.0 : https://github.com/rollbear/strong_type/blob/main/LICENSE - -License: BSL-1: `Boost Software License 1.0`_ +.. code-block:: text Boost Software License - Version 1.0 - August 17th, 2003 @@ -201,6 +195,14 @@ License: BSL-1: `Boost Software License 1.0`_ ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +`strong_type `_ +-------------------------------------------------------- + + +License: BSL-1: `Boost Software License 1.0 `_ + + `conan `_ ----------------------------------- @@ -214,7 +216,9 @@ Conan `Terms and Conditions`_ .. _libbacktrace License: https://github.com/ianlancetaylor/libbacktrace/blob/master/LICENSE -License: `libbacktrace License`_:: +License: `libbacktrace License`_ + +.. code-block:: text Copyright (C) 2012-2016 Free Software Foundation, Inc. @@ -230,15 +234,14 @@ License: `libbacktrace License`_:: `zlib, minizip `_ ----------------------------------------- -License: `Zlib Free`_ - -.. _Zlib Free: https://www.zlib.net/zlib_license.html +License: `Zlib Free `_ `zstd `_ ------------------------------------------- -.. _zstd BSD: https://github.com/facebook/zstd?tab=License-1-ov-file -License: `zstd BSD`_:: +License: `zstd BSD `_ + +.. code-block:: text BSD License @@ -266,7 +269,9 @@ License: `MPL-2 `_ -------------------------------------------- .. _Open Asset Import Library (assimp): https://github.com/assimp/assimp/blob/master/LICENSE -License: `Open Asset Import Library (assimp)`_:: +License: `Open Asset Import Library (assimp)`_ + +.. code-block:: text Open Asset Import Library (assimp) @@ -305,7 +310,9 @@ License: `Open Asset Import Library (assimp)`_:: -------------------------------------------------- .. _bzip2: https://sourceware.org/bzip2 -License: BSD-style license `bzip2`_:: +License: BSD-style license `bzip2`_ + +.. code-block:: text Copyright © 1996 - 2019 jseward@acm.org @@ -313,7 +320,9 @@ License: BSD-style license `bzip2`_:: --------------------------------- .. _pugixml MIT: https://pugixml.org/license.html -License: `pugixml MIT`_:: +License: `pugixml MIT`_ + +.. code-block:: text License This library is available to anybody free of charge, under the terms of MIT License: @@ -334,7 +343,9 @@ License: `pugixml MIT`_:: --------------------------------------------- .. _utfcpp Boost Software License: https://opersource.org/license/bsl-1-0 -License: `utfcpp Boost Software License`_:: +License: `utfcpp Boost Software License`_ + +.. code-block:: text Boost Software License - Version 1.0 - August 17th, 2003 @@ -348,7 +359,9 @@ License: `utfcpp Boost Software License`_:: ------------------------------------------- .. _kuba License: https://github.com/kuba--/f1/blob/master/LICENSE -License `kuba License`_:: +License `kuba License`_ + +.. code-block:: text This is free and unencumbered software released into the public domain. @@ -364,7 +377,9 @@ License `kuba License`_:: -------------------------------------------------- .. _poly2tri BSD-3 Clause: https://github.com/greenm01/poly2tri/blob/master/LICENSE -License `poly2tri BSD-3 Clause`_:: +License `poly2tri BSD-3 Clause`_ + +.. code-block:: text Poly2Tri Copyright (c) 2009-2010, Poly2Tri Contributors http://code.google.com/p/poly2tri/ @@ -383,7 +398,9 @@ License `poly2tri BSD-3 Clause`_:: .. _rapidJSON License: https://github.com/Tencent/rapidjson/blob/master/license.txt -License `rapidJSON License`_:: +License `rapidJSON License`_ + +.. code-block:: text Tencent is pleased to support the open source community by making RapidJSON available. @@ -403,7 +420,9 @@ License: `Apache 2.0 `_ ------------------------------------------------------ .. _clipper BSL-1.0: https://www.angusj.com/clipper2/Docs/License.htm -License: `clipper BSL-1.0`_:: +License: `clipper BSL-1.0`_ + +.. code-block:: text The Clipper Library (including Delphi, C++ & C# source code, other accompanying code, examples and documentation), hereafter called the "Software", has been released under the following license, terms and conditions: @@ -418,7 +437,9 @@ License: `clipper BSL-1.0`_:: `stb `_ ---------------------------------------- -License: `MIT, Unlicense `_:: +License: `MIT, Unlicense `_ + +.. code-block:: text This software is available under 2 licenses -- choose whichever you prefer. ------------------------------------------------------------------------------ @@ -439,7 +460,9 @@ License: `MIT, Unlicense `_ ---------------------------------------------------------------- .. _OpenDDL MIT: https://github.com/kimkulling/openddl-parser/blob/master/LICENSE -License: `OpenDDL MIT`_:: +License: `OpenDDL MIT`_ + +.. code-block:: text The MIT License (MIT) @@ -455,7 +478,9 @@ License: `OpenDDL MIT`_:: -------------------------------------------- .. _urdfdom BSD-3: https://github.com/ros/urdfdom/blob/master/LICENSE -License: `urdfdom BSD-3`_:: +License: `urdfdom BSD-3`_ + +.. code-block:: text /********************************************************************* * Software License Agreement (BSD License) @@ -495,7 +520,9 @@ License: `urdfdom BSD-3`_:: ---------------------------------------------------- .. _tinyxml License: https://github.com/leethomason/tinyxml2/blob/master/LICENSE.txt -`tinyxml License`_:: +`tinyxml License`_ + +.. code-block:: text This software is provided 'as-is', without any express or implied warranty. In no event will the authors be held liable for any damages arising from the use of this software. @@ -511,15 +538,17 @@ License: `urdfdom BSD-3`_:: --------------------------------------------------------- .. _console_bridge BSD-3 Clause: https://github.com/ros/console_bridge/blob/master/LICENSE -License `console_bridge BSD-3 Clause`_:: +License `console_bridge BSD-3 Clause`_ + +.. code-block:: text Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: - * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. + * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. + * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. + * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. @@ -527,7 +556,9 @@ License `console_bridge BSD-3 Clause`_:: ------------------------------------------------ .. _Ascent License: https://github.com/Alpine-DAV/ascent/blob/develop/LICENSE -`Ascent License`_:: +`Ascent License`_ + +.. code-block:: text Copyright (c) 2015-2023, Lawrence Livermore National Security, LLC. @@ -557,24 +588,26 @@ License `console_bridge BSD-3 Clause`_:: 1. This notice is required to be provided under our contract with the U.S. Department of Energy (DOE). This work was produced at Lawrence Livermore National Laboratory under Contract No. DE-AC52-07NA27344 with the DOE. - 2. Neither the United States Government nor Lawrence Livermore National Security, LLC nor any of their employees, makes any warranty, express or implied, or assumes any liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately-owned rights. + 2. Neither the United States Government nor Lawrence Livermore National Security, LLC nor any of their employees, makes any warranty, express or implied, or assumes any liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately-owned rights. - 3. Also, reference herein to any specific commercial products, process, or services by trade name, trademark, manufacturer or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or Lawrence Livermore National Security, LLC. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or Lawrence Livermore National Security, LLC, and shall not be used for advertising or product endorsement purposes. + 3. Also, reference herein to any specific commercial products, process, or services by trade name, trademark, manufacturer or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or Lawrence Livermore National Security, LLC. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or Lawrence Livermore National Security, LLC, and shall not be used for advertising or product endorsement purposes. `gtest `_ ----------------------------------------------- .. _gtest BSD-3 Clause: https://github.com/google/googletest/blob/main/LICENSE -License `gtest BSD-3 Clause`_:: +License `gtest BSD-3 Clause`_ + +.. code-block:: text Copyright 2008, Google Inc. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: - * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. - * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - * Neither the name of Google Inc. nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. + * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. + * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. + * Neither the name of Google Inc. nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. @@ -582,7 +615,9 @@ License `gtest BSD-3 Clause`_:: --------------------------------------------------------------------- .. _OpenSSL License1: https://openssl.org/source/license.html -License: `OpenSSL License1`_:: +License: `OpenSSL License1`_ + +.. code-block:: text Copyright OpenSSL 2024 Contents licensed under the terms of the OpenSSL license @@ -593,7 +628,9 @@ License: `OpenSSL License1`_:: .. _crc_cpp License: https://github.com/AshleyRoll/crc_cpp/blob/main/LICENSE -License: `crc_cpp License`_:: +License: `crc_cpp License`_ + +.. code-block:: text MIT License @@ -621,20 +658,24 @@ License: `crc_cpp License`_:: ---------------------------------------------------------------------------- .. _Clickhouse-CPP License: https://github.com/ClickHouse/clickhouse-cpp/tree/master/LICENSE -`Clickhouse-CPP License`_:: +`Clickhouse-CPP License`_ + +.. code-block:: text Copyright 2018-2023 ClickHouse, Inc. Copyright 2017 Pavel Artemkin - Apache License - Version 2.0, January 2004 - http://www.apache.org/licenses/ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ `lz4 `_ ------------------------------------------------------------- .. _lz4 License: https://github.com/lz4/lz4/blob/dev/LICENSE -License: `lz4 License`_ :: +License: `lz4 License`_ + +.. code-block:: text This repository uses 2 different licenses : - all files in the `lib` directory use a BSD 2-Clause license @@ -648,7 +689,9 @@ License: `lz4 License`_ :: ------------------------------------------------------------- .. _abseil license: https://github.com/abseil/abseil-cpp/blob/master/LICENSE -License: `abseil license`_ :: +License: `abseil license`_ + +.. code-block:: text Apache License Version 2.0, January 2004 @@ -658,7 +701,9 @@ License: `abseil license`_ :: ------------------------------------------------------------- .. _cityhash License: https://github.com/nashby/cityhash/blob/master/LICENSE.txt -License: `cityhash License`_ :: +License: `cityhash License`_ + +.. code-block:: text Copyright (c) 2011 nashby @@ -675,7 +720,9 @@ License: `cityhash License`_ :: These tools are used during the build of the software. libstdc++ is used at run-time. The 3Laws software depends on it, but does not include it. -License: `GNU Tool Licenses`_ :: +License: `GNU Tool Licenses`_ + +.. code-block:: text The Code: GPL The source code is distributed under the GNU General Public License version 3, with the addition under section 7 of an exception described in the “GCC Runtime Library Exception, version 3.1” as follows (or see the file COPYING.RUNTIME): @@ -722,7 +769,9 @@ License: `GNU Tool Licenses`_ :: ------------------------------------------------------------- .. _cpp-httplib license: https://github.com/yhirose/cpp-httplib/blob/master/LICENSE -License: `cpp-httplib license`_ :: +License: `cpp-httplib license`_ + +.. code-block:: text The MIT License (MIT) @@ -738,7 +787,9 @@ License: `cpp-httplib license`_ :: ------------------------------------------------------------- .. _smooth license: https://github.com/pettni/smooth/blob/master/LICENSE -License: `smooth license`_ :: +License: `smooth license`_ + +.. code-block:: text MIT License @@ -755,7 +806,9 @@ License: `smooth license`_ :: ------------------------------------------------------------- .. _stduuid license: https://github.com/mariusbancila/stduuid/blob/master/LICENSE -License: `stduuid license`_ :: +License: `stduuid license`_ + +.. code-block:: text MIT License @@ -771,7 +824,9 @@ License: `stduuid license`_ :: ------------------------------------------------------------- .. _yaml-cpp license: https://github.com/jbeder/yaml-cpp/blob/master/LICENSE -License: `yaml-cpp license`_ :: +License: `yaml-cpp license`_ + +.. code-block:: text Copyright (c) 2008-2015 Jesse Beder. @@ -785,7 +840,9 @@ License: `yaml-cpp license`_ :: ------------------------------------------------------------- .. _reflect license: http://www.boost.org/LICENSE_1_0.txt -License: `reflect license`_:: +License: `reflect license`_ + +.. code-block:: text Boost Software License - Version 1.0 - August 17th, 2003 @@ -808,7 +865,9 @@ The licenses listed below apply individually to each package. .. _MIT for fmt: https://github.com/fmtlib/fmt/blob/master/LICENSE -License `MIT for fmt`_:: +License `MIT for fmt`_ + +.. code-block:: text Copyright (c) 2012 - present, Victor Zverovich and {fmt} contributors @@ -831,7 +890,9 @@ License `MIT for fmt`_:: | year = {2015--2021} | } -License: `BSD-2 Clause `_:: +License: `BSD-2 Clause `_ + +.. code-block:: text BSD 2-Clause License @@ -854,7 +915,9 @@ License: `BSD-2 Clause Control Panel ` for installation and connection details), but you still don't see any of your topics (only `rosout` and `client_count`) try the following: + +- Check if the rosbridge web server is connected to the control panel. You can do this by checking top right corner of the control panel. If the rosbridge web server is connected, you should see a green icon. +- Click on the reload button in the top right corner of the topic form (green circular arrow). +- Stop the rosbridge web server, source your ROS workspace and start the rosbridge web server again. +- Check the rosbridge web server log for any errors. diff --git a/docs/sources/usage.rst b/docs/sources/usage.rst deleted file mode 100644 index b9e063f..0000000 --- a/docs/sources/usage.rst +++ /dev/null @@ -1,217 +0,0 @@ -Supervisor Installation and Operation -##################################### - -3Laws Supervisor is designed for installation on Ubuntu systems with ROS1 or ROS2 already deployed on the computer. The Supervisor has 3 main functionalities that are discussed in this manual: - -#. **Run-time assurance or "Copilot"** operates as a filter that takes the information about collision threshold violations from the diagnostics monitor and produces corrective actions to keep the robot away from the possible collision. By default, this capability is active. - -#. **Robot diagnostics monitoring** collects metrics about the system operation in real time. Some of the threshold violations are published in real-time locally, and some are published only in aggregated fashion. The published messages can be sent to a cloud hosted database and visualize via web-based dashboards or can be used locally for decision making by customer software. - -#. **Control Panel** is a graphical (browser-based) configuration tool to set up the Supervisor for the robot. - - -.. contents:: Table of Contents - :depth: 2 - -.. _Installation: - -Installation -*************** - -To install Supervisor on your system, open a terminal and run the following command: - -.. code-block:: bash - - bash <(curl https://raw.githubusercontent.com/3LawsRobotics/3laws/master/install.sh) - -This script will download a package from github and will begin the installation. Note that the package name starts with "lll-supervisor". The "lll" represents 3Laws. As the script proceeds it will try to determine your system's configuration so that the appropriate components are installed. The script will prompt you for help with configuration if it is unable to find your computer's ROS distribution or architecture. - -During the execution of the script, several questions will be asked: - -#. A request to confirm the desire package to download. - -#. Confirmation to install the package. - -#. A *sudo* permission may be ask to run APT and install the software. - -The script will add components to the global ROS installation. These new components will not be available until the ROS setup script is source. If your configuration automatically runs the ROS setup script when a new shell is started, please close the terminal and open a new one. Otherwise, please run the following command: - -.. code-block:: bash - - source /opt/ros//setup.sh - -At this point, the Supervisor is installed on the system, but needs a configuration file (*~/.3laws/config/supervisor.yaml*). The configuration file can be built using the browser-based **Control Panel** visual interface discussed below. - -Command Line Interface (CLI) for the Control Panel -****************************************************** - -The Supervisor package provides a CLI that can be used to interact with the Supervisor. - -The command for the CLI is `3laws`. It can be used to start, stop, and restart the control panel service used for the configuration of the Supervisor. - -The CLI provides also a command to check for updates of the Supervisor. (These updates still have to be installed manually. See: `Version Update`_) - - -Run the following command to see the available commands: - -.. code-block:: bash - - 3laws --help-all - -After installation you can use the CLI to start the Control Panel: - -.. code-block:: bash - - 3laws control-panel run - -If you prefer using a service to run the Control Panel in the background, you can use the following command: - -.. code-block:: bash - - 3laws control-panel autostart enable - -This will create a user service. This one will be started automatically when the system boots up. The Control Panel will be available at `http://localhost:8080`. If you want to change the port, you can use the following command: - -.. code-block:: bash - - 3laws control-panel autostart enable --port - -To turn off the service so that the Control Panel service is removed from the system: - -.. code-block:: bash - - 3laws control-panel autostart disable - -The Control Panel can also display a summary of operational conditions, but this capability requires a rosbridge server. To install and start a rosbridge -server (where is replaced with the version of ROS on your system): - -.. code-block:: bash - - sudo apt-get install ros--rosbridge-server - ros2 run rosbridge_server rosbridge_websocket - -This will provide a websocket server at **`ws://localhost:9090`** that the control panel can connect to in order to retrieve topics and services information. - -The navigation bar of the control panel will show the status of the rosbridge server connection: - -.. image:: data/navigation_bar_rosbridge.png - :width: 800px - :alt: Control Panel NavBar with ros bridge connected. - -Configuration through the **Control Panel** visual interface -************************************************************ - -The 3Laws Supervisor is able to support several types of robots, but needs to connect to your system's data sources and sinks. The configuration process aims to specify this type of information. The Supervisor does not have to run during the configuration step. It loads the configuration file at start-up, so it needs to be started **after** the configuration is created/updated. - - -The initial view of the Control Panel is the "Configuration" page, which consists of sections (tabs) listed as **Credentials**, **Robot Model**, **Supervisor**, **Localization**, and **Perception**. The details of the contents of each of these pages are linked below. - - -.. toctree:: - - 1. License key and Robot Name - 2. Robot Shape/Kinematics and Command Inputs - 3. Copilot tuning and Additional States to Monitor - 4. Localization state and Constraints on State - 5. Sensor Configuration for Collision Avoidance - - -.. important:: - - The entire configuration needs to be completed before starting the Supervisor software. - -.. important:: - - Remember to save each page after updating the data. - - -Launch -********* - -Before starting the supervisor be sure to have your ROS environment correctly set up and sourced. - -.. code-block:: bash - - source /opt/ros//setup.sh - -To launch the Supervisor, use the following command: - -.. code-block:: bash - - ros2 launch lll_supervisor supervisor.launch.py - -Remapping of the supervisor output signal can be done by adding (for example) the highlighted lines to the */opt/ros//share/lll_supervisor/launch/supervisor.launch.py* file: - -.. code-block:: python - :emphasize-lines: 18,19,20 - - launchdesc.add_action( - Node( - package=PACKAGE_NAME, - namespace=NAMESPACE, - executable=EXECUTABLE, - output=OUTPUT, - emulate_tty=True, - parameters=[ - { - "use_sim_time": LaunchConfiguration("use_sim_time"), - "config_filepath": LaunchConfiguration("config_filepath"), - "robot_id": LaunchConfiguration("robot_id"), - "log_level": LaunchConfiguration("log_level"), - "dry_run": LaunchConfiguration("dry_run"), - "log_filepath": LaunchConfiguration("log_filepath"), - }, - ], - remappings=[ - ('/lll/ram/filtered_input', '/cmd_vel'), - ], - arguments=["--ros-args", "--disable-stdout-logs"], - ) - ) - -Additional topics published by Supervisor -******************************************** - -The Supervisor publishes a number of topics that can be used to visualize the data that it is collecting. -published via ROS this topic can be visualized using RViz or directly from the shell. -A detailed list of the topics published by the Supervisor can be found here: - -.. toctree:: - - details/topics - -.. note:: - - The topics are published in the namespace `/lll`. - -Operations -************* - -If the websocket (rosbridge) is running along with the supervisor, the Control Panel's *Operations* tab can be used to obtain a quick overview of the status of the copilot. - -.. image:: data/cpanel6.png - :width: 800px - :alt: Operations page showing a configured robot that does not yet have sensor or planning data. - -In the image above, the Supervisor is operational and all the Copilot is configured to be active as indicated by the arrows between them. When data is not yet available (e.g. rosbridge connection is not operational) the boxes appear as golden. If the component has not yet initialized, the background for the box is blue, while if there is a detected error, the box is red. Proper operation is indicated by a green-colored box. - -The lower section of the panel is showing strip charts. The categories that are currently displayed represent: - -* the State Safeness - the barrier function value. When this value goes to zero or below zero, the system is evaluated as being in a collision state. - -* the Input Modification status - When this value is zero, the copilot is not modifying the input from the autonomy stack. That is, the filtering is in passive mode. When this value is non-zero, it means that the copilot is actively modifying the commanded input. - -* Latest logs - shows the most recently detected events. - -Version Update -***************** - -To update the Supervisor, you can use the same command as for the installation. - -The supervisor will be updated to the latest version available for your distribution, **Existing configurations will not be modified**, but if new variables need to be configured, you will be advised during the installation. - -.. code-block:: bash - - bash <(curl https://raw.githubusercontent.com/3LawsRobotics/3laws/master/install.sh) - - diff --git a/docs/sources/user_guide.rst b/docs/sources/user_guide.rst new file mode 100644 index 0000000..0911fcb --- /dev/null +++ b/docs/sources/user_guide.rst @@ -0,0 +1,50 @@ +User Guide +########### + +.. toctree:: + :maxdepth: 2 + :hidden: + + Run-time Assurance Module + Robot diagnostics + Control Panel + CLI + Reference + +The **3Laws Supervisor** is a software-based layer providing reliable and high-performance sense-and-avoid capabilities for a variety of robotic platforms. Its role is to provide a failsafe system that will intervene to prevent collisions when the autonomy stack fails to do so. + +The Supervisor is designed to sit between the autonomy stack and the robot's low-level controllers: + +.. image:: data/architecture.png + :align: center + :width: 600px + :alt: Architecture schema + +Nominally, the Supervisor forwards the desired commands from the autonomy stack to the robot un-altered. However, when the autonomy stack fails in some way, the supervisor will intervene in time and modify these desired commands in a minimally intrusive way to avoid a collision. + +The Supervisor is delivered as a single package containing various tools and modules working together toward enabling these sense-and-avoid capabilities: + +.. image:: data/architecture_detailed.png + :align: center + :width: 800px + :alt: Detailed architecture schema + +At the heart of the supervisor is the :doc:`Runtime Assurance Module` (RAM). This module is responsible for continuously filtering the desired commands sent by the autonomy stack to the robot in order to prevent unsafe behaviors in a minimally invasive way. In particular, this module is also responsible for the fault management strategy in case a failure of a critical component of the system is detected. + +Complementary to the RAM, the supervisor also integrates a :doc:`Robot Diagnostic Module` (RDM). This module is responsible for monitoring the health and safety of various critical sub-systems of the robot. This information is available in the form of metrics being published in real-time on ROS topics. These metrics can be used to better understand the behavior of the robot and to diagnose potential issues. + +.. note:: + + Currently, the diagnostic performed by the RDM is solely for information purposes and is not connected to the RAM's fault management system. + +In order for the CAM and RDM to work effectively, they need to be configured with some robot's specific characteristics. This is done through the :doc:`Control Panel` (CP), a web-based application that guides the user through the configuration of the Supervisor. Il also provides a way to visualize the robot's safety metrics in real-time. + +Finally, the Supervisor Package also contains a :doc:`Command Line Interface` (CLI) that allows the user to manage the Control Panel and Supervisor operations from the command line. + +.. important:: + + The Supervisor node loads its configuration on launch from a YAML file located at ``~/.3laws/config/supervisor.yaml``. This file is what's updated by the Control Panel but can also be manipulated manually for advanced configuration and backup. + +.. important:: + + The Supervisor generates a single log file located at ``~/.3laws/log/supervisor.log`` that gets overwritten at every launch. These logs are useful for debugging and monitoring the Supervisor's behavior. If you want to disable this file logging, you can specify an empty ``log_filepath`` ROS parameter on launch. diff --git a/docs/sources/user_guide/cli.rst b/docs/sources/user_guide/cli.rst new file mode 100644 index 0000000..442b2c1 --- /dev/null +++ b/docs/sources/user_guide/cli.rst @@ -0,0 +1,64 @@ +Command Line Interface (CLI) +############################ + +.. contents:: Table of Contents + :local: + +The Supervisor package provides a CLI that can be used to interact with the Supervisor. + +The command for the CLI is `3laws`. It can be used to start, stop, and restart the control panel service used for the configuration of the Supervisor. + +The CLI provides also a command to check for updates of the Supervisor. These updates still have to be installed manually. See :ref:`Installation` section. + + +Run the following command to see the available commands: + +.. code-block:: bash + + 3laws --help-all + +Run Control Panel +================== + +After installation the command-line interface (CLI) can be used to start the Control Panel: + +.. code-block:: bash + + 3laws control-panel run + +.. important:: + This command will start the Control Panel in the foreground. + +Control Panel service +===================== + +If a service is preferred for running the Control Panel in the background, use the following command: + +.. code-block:: bash + + 3laws control-panel autostart enable + +This will create a user service. This one will be started automatically when the system boots up. The Control Panel will be available at `http://localhost:8080`. To change the communication port, use the following command: + +.. code-block:: bash + + 3laws control-panel autostart enable --port + +To turn off the service so that the Control Panel service is removed from the system: + +.. code-block:: bash + + 3laws control-panel autostart disable + +Check for available updates +=========================== + +You can check for available updates with the following command (requires an active internet connection): + +.. code-block:: bash + + 3laws check-update + + +.. warning:: + The update process is not yet automated. The user has to download the new version and install it manually. diff --git a/docs/sources/user_guide/configuration/credentials.rst b/docs/sources/user_guide/configuration/credentials.rst new file mode 100644 index 0000000..c767f94 --- /dev/null +++ b/docs/sources/user_guide/configuration/credentials.rst @@ -0,0 +1,7 @@ +Credentials +########### + +The *Credentials* page appears as follows: + +- **Credentials**: 3Laws will provide a license key based on the version of Supervisor that has been purchased/downloaded. The license key incorporates an expiration date. If a trial version was downloaded, the expiration date is 60 days from the request date for the trial. +- **Robot Name**: This identifier will be different for each robot where Supervisor is installed. It should contain a name you can use to identify an individual robot. Note that each license of Supervisor is only valid for a single platform/robot. diff --git a/docs/sources/user_guide/configuration/localization.rst b/docs/sources/user_guide/configuration/localization.rst new file mode 100644 index 0000000..404c6c1 --- /dev/null +++ b/docs/sources/user_guide/configuration/localization.rst @@ -0,0 +1,6 @@ +Localization +############ + +Dialogs to connect to the state information provided for the robot are on the **Configuration > Localization page**. + +- **Localization topic**: The connection to the ROS state topic is configured in this area. As with input commands, the message topic name, message topic type, expected message topic quality, and expected message rates are specified. If the message quality fails or the message receipt rate is not met, the monitor will issue alerts, and the Run-time Assurance Module will switch to the Failsafe strategy. The mask needs to be customized if the localization topic does not respect the standard ROS message. The index mapping from the input vector to the expected states (x-position, y-position, yaw) needs to be set. The primary use of the localization message is to provide a MarkerArray for visualization mapped to a global/odom frame rather than providing just the base-frame view where the frame stays still and the outside world moves relative to it. diff --git a/docs/sources/configuration/perception.rst b/docs/sources/user_guide/configuration/perception.rst similarity index 91% rename from docs/sources/configuration/perception.rst rename to docs/sources/user_guide/configuration/perception.rst index b40e279..1f82588 100644 --- a/docs/sources/configuration/perception.rst +++ b/docs/sources/user_guide/configuration/perception.rst @@ -1,12 +1,8 @@ Perception -============ +########## Collision avoidance uses settings in this dialog to describe the sensors used during operation. -.. image:: ../data/cpanel5.png - :width: 800px - :alt: Configuration > Perception page: The laserscan or list of obstacles is configured here. - - **Laserscan sensor**: The Supervisor processes data points from a single 2-dimensional laser scanner (LIDAR). * **Display name**: This display name is used when aggregated statistics about the scanner are uploaded to the 3Laws cloud dashboard. This name is chosen by the user to help keep track of the scanner, e.g. "front_lidar". @@ -21,8 +17,8 @@ Collision avoidance uses settings in this dialog to describe the sensors used du .. code:: - std_msgs/Header header - Object[] objects + std_msgs/Header header + Object[] objects where Object[] is defined by: @@ -53,6 +49,6 @@ where Object[] is defined by: .. important:: - When using obstacle lists, if the obstacles are in the *world* coordinate frames, the copilot's use of localization must be enabled. + When using obstacle lists, if the obstacles are in the *world* coordinate frames, the Run-time Assurance Module's use of localization must be enabled. \ diff --git a/docs/sources/user_guide/configuration/robot_model.rst b/docs/sources/user_guide/configuration/robot_model.rst new file mode 100644 index 0000000..f7ce2d1 --- /dev/null +++ b/docs/sources/user_guide/configuration/robot_model.rst @@ -0,0 +1,22 @@ +Robot Model +########### + +The Configuration page for the Robot Model is where the robot's geometry and kinematics are specified. The model and shape are critical for predicting when collisions may occur and for calculating how to avoid them. + +- **Kinematics**: Supervisor currently supports **differential drive**, **front-steered**, and **omni-directional** mobile platforms. A **differential drive** vehicle can rotate around a fixed location by driving one wheel forward and its pair in reverse. It can move forward or backwards by driving both wheels in the same direction. A **front-steered** vehicle operates like a car or bicycle. It can move forwards or backwards, but direction is controlled by steering, and the vehicle has a fixed wheelbase distance between the forward axle and the rear axle. An **omni-directional** robot is usually implemented using wheels that have a series of smaller wheels mounted at 45 degrees on the outer rim. By moving one axle forward and others backwards, the vehicle can move sideways. Rotation occurs by moving the wheels on one side forwards and the wheels on the other side in reverse. + +- **Geometry**: The vehicle's reference coordinate frames and geometry are specified in this section. + + * **Shape Details**: The robot's shape is used in order to calculate the distance between the outer boundaries of the robot body and any scan points. Basic shapes that are currently supported include sphere, box, capsule, point, cone and cylinder. The size entries change based on the selected shape. Cylinders and capsules both require length and radius. The difference is that a capsule will have hemispheres on the ends while the cylinder ends are flat. A box frame consists of x-length, y-length, and z-length. + + * **Shape Pose in Robot Frame**: The relative orientation of the robot's shape with respect to the base frame needs to be specified. Note that the rotation can be specified either using quaternions or Euler angles. The quaternion order is w, x, y, z. When Supervisor is running, it is a good idea to run **rviz** (or **rviz2**) to display the orientations and frames. The **coordinate frame convention** used here is x: positive forward, y positive to the left, and z positive upwards. The geometric center and orientation of the shape starts as being centered on the base coordinate frame/orientation of the robot. The shape should be translated and rotated appropriately if the base coordinate frame does not align with the center. + + * **Frames**: The name of the robot base coordinate frame must be specified here. The base frame is in robot body-coordinates. It moves in space as the robot does. Additional static frames can be defined by clicking the + icon. The additional frames are static, and will follow the motion of the base robot frame. + +- **Dynamics**: The Dynamics section has 3 subsections: Input, Parameters, and State. + + * The **Inputs** section supports specification of maximum and minimum limits for the translational and rotational speeds at which the robot can be commanded. For monitoring, if these values are exceeded, a log-event describing the violation will be issued. If the Run-time Assurance Module (see :ref:`supervisor activation`) is active, these limits will be applied to the filtered outputs. For steered vehicles, instead of limits on rotational speeds, steering limits are specified. + + * **Parameters**: The only robot type that has a parameters section is the steered robot. *wheel_dx* is the wheelbase length for the vehicle. *origin_x* is the distance from the rear axle to the robot base frame. + + * **State**: For all robot types, the State category provides the definitions of the variables that are considered as the "states". These definitions are important when trying to create "masks" to map between the input ROS variable types and the robot states. The first, is considered state 0 (typically x position), the second is state 1 (typically y position) and the third is state 2 (typically yaw). diff --git a/docs/sources/user_guide/configuration/supervisor.rst b/docs/sources/user_guide/configuration/supervisor.rst new file mode 100644 index 0000000..87051e7 --- /dev/null +++ b/docs/sources/user_guide/configuration/supervisor.rst @@ -0,0 +1,62 @@ +.. _supervisor activation: + +Supervisor +########### + +This page contains configuration entries for both the monitoring and Run-time Assurance Module components. + +- **Upload log to 3laws robotics cloud**: For debugging purposes, 3Laws creates a log file when Supervisor is started. The file is stored in *~/.3laws/logs*. Enabling this option allows 3Laws to provide better support with troubleshooting if there is a problem. + + * **World Frame**: Similar to "base robot frame", the name of the world frame (typically *odom* or *map*) must be specified. + + * **Advanced Settings > Project to SE2**: By default, the system is assumed to operate in 3-dimensional space. Projecting to SE2 assumes that the vehicle is traveling on a flat surface or that its travel distance is small enough that earth curvature effects are not significant. When mapping from 3-dimensional space to 2-dimensional space, the system is assumed to have zero roll and pitch while being placed on the ground. No rotational velocities or acceleration are assumed around roll and pitch, and zero vertical velocity and acceleration are assumed. This will also map the received state to the SE2 state space. An information modal is available to describe the mapping. + + * **Advanced Settings > Process niceness**: The computational priority of the Supervisor node can be set through the "niceness" parameter, where -20 would set it as very high priority and +19 would be very low priority. A niceness of zero is recommended. (Please review documentation on setting priority in Linux using "nice" for a deeper explanation.) + + * **Advanced Settings > Retimestamp policy** is used to add or correct the timestamp on log messages that seem to have an incorrect one. Leaving the timestamp unchanged is also an option. + +- **Run-time Assurance**: *Input Redirection* The Run-time Assurance Module enables the run-time assurance capability where desired commands to the robot from the autonomy stack ("desired inputs") are modified in order to avoid collisions, and altered versions are published through a separate message. + + * **Desired control input**: This is the set of commands requesting speed and rotation (or speed and steering) that the autonomy stack is publishing. The ROS message type is needed so that Supervisor knows what to monitor in order to calculate the barrier function value. The message quality and receipt rate are monitored as part of the aggregated metrics, and if it fails to arrive within the expected time [1/(signal rate) * Timeout factor], an event will be created and the Run-time Assurance Module will transition to the failure command mode. + + * **Computed safe control input**: The right side of this area is purely informational. However, if the robot is to be controlled by the run-time assurance signal, it needs to subscribe to the message that is presented here. Alternatively, the launch file for Supervisor can be modified so that */lll/ram/filtered_input* is remapped to the command signal expected by the platform. + + * **Parameters > Activate**: This checkbox controls whether the run-time assurance intercepts and modifies commands from the planner/trajectory generator and forwards modified versions to the vehicle. The Run-time Assurance Module will only modify the outputs if the option is activated. If it is not activated, the unmodified "desired control input" will be transmitted on the designated "Computed safe control" message. Additionally, when activated the Run-time Assurance Module passes the unmodified desired input through to the platform except when a corrective action is needed. + + * **Parameters > Collision distance threshold**: This is one of the most important values to set. This defines the distance between the edge of the robot and the nearest scan at which safety exists. If the measured distance drops below this value, the system is considered to be in an "unsafe" configuration. + + * **Parameters > Filter rate (hz)**: The frequency at which the run-time assurance publishes outputs. It is recommended that the run-time assurance run at the same rate as the desired control input or at a faster rate. + + * **Tuning > Aggressiveness**: This parameter controls how far from the nearest obstacle the safety filter starts having more effect on the commands and how strongly the safety filter pushes the robot back into the "safe" region if the safety definition has been violated. A larger value means that the control inputs from the planner will start to be modified when the robot is closer to an object/obstacle. That is, a larger value allows the platform to approach objects faster, and get closer. If it gets too close, the Supervisor will push away from the object harder with a higher value. A lower value will lead to a more tentative travel that stays farther away from objects. In general lower values will produce larger margins. Typical values are between 0.5 and 1.0, but values in the range of 1000 might be used in reasonable situations. + + * **Tuning > Pointiness**: A rectangular (box) shape has an unintended behavior that if the robot comes towards a narrow object directly in front of it, the closest point calculation will select the center-line of the box as the evaluation point for distance. If the outer corners get closer to the object, the barrier function will want to increase the distance between the object and the box, so it will tend to center the box relative to the object. A more desirable behavior is for the box to turn away from the object to be able to get around it. The *pointiness* parameter is a way of accomplishing this. If the box has a nose with sharper curvature, the barrier function will push it away from the object laterally, rather than simply trying to increase the measured closest distance between the box and the object. So increasing the "pointiness" will encourage the vehicle to "turn away" from obstacles that are directly in front. + + * **Tuning > Avoidance Behavior**: Similar to pointiness, the alternate behavior can also be selected as choosing to slow down more or choosing to turn away from the object more as the commanded (desired) input drives the platform towards an object. + + * **Fault Management > Failure Command Mode**: The run-time assurance constantly monitors to ensure that it has enough data to determine whether the robot is in a safe condition. The minimum data required is the vehicle state, the laser scan values, and the commanded/desired input. If any of these is missing the RTA can switch to the failure command mode: + + * **Send Zero**: In this mode the run-time assurance commands zero speed and zero turn/rotation in order to bring the vehicle to a stop. + + * **Do not Publish**: Another option is to stop publishing values. This option should only be used if the robot has its own mechanism to put itself in a safe condition if it is not receiving commands. + + * **Fault Management > Can resume from failure**: With this checkbox filled in, once the input data (control input, laser scan, and state) values start appearing after a failure, the robot will be commanded back into motion (if the desired control input is asking for that). If the box is unchecked once there is a failure, the robot will remain stopped until the Supervisor is restarted. + + * **Advanced Settings > Accept wrong size laserscan**: One of the checks that is made on the incoming data is that the laserscan is delivering the expected number of scan points each frame. However, there are many laser scanners that are not consistent in the number of scan points they deliver. Checking this option allows for laser scanners with non-constant number of scan points reported. + + * **Advanced Settings > Use localization**: Supervisor provides a MarkerArray that displays the robot's bounding box and rays to the closest obstacles. If "Use Localization" is set, the display is created relative to the world frame. In situations where the localization may be less reliable, this checkbox can be deselected, and the visualization will be based on the current robot base frame. Localization is also very useful if the control rate is low (e.g. longer times between commands) or there are delays between sensing and actuating. If the robot's motion is large during the time period of the control calculation, the model will account for it as long as localization is accurate. + +- **Robot Diagnostic**: + + Supervisor can publish a variety of diagnostic messages related to the health of the system clock, the dynamic consistency of the motion of the platform, individual node health, signal coherency, and summarized system health. The published messages are discussed in :ref:`Ros Topics `. These messages in the */lll/rdm* domain are only published if the Monitor is set to Active. + + * **Activate**: Enable publication of the diagnostic messages through the */lll/rdm* domain. Faults detected in these variables do not cause Run-time Assurance Module to switch to the failsafe mode. + + * **Timeout Factor**: Allows this many messages at the expected arrival rate to be missed before reporting an error. + + * **Maximum Delay (s)**: Maximum amount of time that a message can fail to appear before reporting an error. + +The bottom section relates to republishing the control commands to the robot that are being sent from the autonomy stack. The values will be published on the *lll/ram/filtered_input* channel if the Run-time Assurance Module is activate or not. However, the values will only be different from the *Desired control input* if the Run-time Assurance Module is active. + +- **Supervisor activation logic**: + + * **Finite States** are messages that the Diagnostics can listen to and issue events when the value of the finite state matches a predefined value. diff --git a/docs/sources/user_guide/control_panel.rst b/docs/sources/user_guide/control_panel.rst new file mode 100644 index 0000000..2c72ec8 --- /dev/null +++ b/docs/sources/user_guide/control_panel.rst @@ -0,0 +1,91 @@ +Control Panel +############## + +.. contents:: Table of Contents + :local: + +Ros bridge connection +===================== + +In order to help you at its best, the control panel can be used with a rosbridge server. + +To install a rosbridge server (where is replaced with the version of ROS on the system): + +.. code-block:: bash + + sudo apt-get install ros--rosbridge-server + +To run the rosbridge server, use the following command: + +.. code-block:: bash + + ros2 run rosbridge_server rosbridge_websocket + +This will provide a websocket server at **`ws://localhost:9090`** that the control panel can connect to in order to retrieve topics and services information. + +The navigation bar of the control panel will show the status of the rosbridge server connection: + +.. image:: ../data/navigation_bar_rosbridge.png + :width: 800px + :alt: Control Panel NavBar with ros bridge connected. + +.. note:: + + The control panel can be used without a rosbridge server, but the autocompletion for topics and the operation tab will not be available. + +.. _control_panel_config: + +Configuration +============= + +The configurable fields are describe in the following pages. + +Each of the following sections corresponds to a tab in the Control Panel. The tabs are: + +.. toctree:: + :maxdepth: 1 + + 1. Credentials + 2. Model + 3. Supervisor + 4. Localization + 5. Perception + + +The **Save** button on each page of the Control Panel should be pressed to save the current page before moving on to another page. + +Throughout this documentation, a red asterisk (*) indicates a *required* field. + +.. note:: + + The configuration is saved in the `~/.3laws/config/supervisor.yaml` file. + +.. warning:: + + In order to get topic autocompletion from the rosbridge server, your stack needs to be running and publishing topics. + +.. _control_panel_ops: + +Operations +========== + +.. image:: ../data/cp_operation.png + :align: center + :width: 600px + :alt: Operations page showing a configured robot that does not yet have sensor or planning data. + +| + +In the image above, the Supervisor is operational and all the Run-time Assurance Module is configured to be active as indicated by the arrows between them. When data is not yet available (e.g. rosbridge connection is not operational) the boxes appear as golden. If the component has not yet initialized, the background for the box is blue, while if there is a detected error, the box is red. Proper operation is indicated by a green-colored box. + +The lower section of the panel is showing strip charts. The categories that are currently displayed represent: + +* the State Safeness - the barrier function value. When this value goes to zero or below zero, the system is evaluated as being in a collision state. + +* the Input Modification status - When this value is zero, the Run-time Assurance Module is not modifying the input from the autonomy stack. That is, the filtering is in passive mode. When this value is non-zero, it means that the Run-time Assurance Module is actively modifying the commanded input. + +* Latest logs - shows the most recently detected events. + +.. warning:: + + In order to make this page work, the rosbridge server needs to be connected to the control panel. diff --git a/docs/sources/user_guide/diagnostics.rst b/docs/sources/user_guide/diagnostics.rst new file mode 100644 index 0000000..1d89129 --- /dev/null +++ b/docs/sources/user_guide/diagnostics.rst @@ -0,0 +1,16 @@ +Robot Diagnostic +################ + +.. contents:: Table of Contents + :local: + +.. warning:: + The Robot Diagnostic Module is currently in **experimental** phase. It is not yet fully implemented and its capabilities are limited. + +The supervisor has a diagnostic component that monitor signals and compute relevant data for the robot safety. + +This signals metadata and computed metrics are then published on ros in different topics so that the robot can use them to take decisions. + +For a detail list of published ros topics, please refer to the :ref:`reference_ros_topics` page. + +The diagnostic component can only compute data from signals that are describe in the configuration. As for now, only signal directly used by the Run-time Assurance Module are configurable. diff --git a/docs/sources/user_guide/reference.rst b/docs/sources/user_guide/reference.rst new file mode 100644 index 0000000..8055fc2 --- /dev/null +++ b/docs/sources/user_guide/reference.rst @@ -0,0 +1,8 @@ +Reference +########## + +.. toctree:: + :maxdepth: 2 + + ROS Parameters + ROS Topics diff --git a/docs/sources/user_guide/reference/ros_parameters.rst b/docs/sources/user_guide/reference/ros_parameters.rst new file mode 100644 index 0000000..58cab80 --- /dev/null +++ b/docs/sources/user_guide/reference/ros_parameters.rst @@ -0,0 +1,17 @@ +.. _reference_ros_parameters: + +ROS Parameters +############## + +.. contents:: Table of Contents + :local: + +- ``config_filepath``: The path to the configuration file that the Supervisor should use. The default value is ``~/.3laws/config/supervisor.yaml``. + +- ``robot_id``: The ID of the robot that the Supervisor is controlling. This is used to identify the robot in the logs and other messages. The default value is an empty string, in which case the ``robot_id`` field in the config file is used. + +- ``log_level``: The log level that the Supervisor should use. This can be one of ``trace``, ``debug``, ``info``, ``warn``, ``err``, ``critical`` or ``off``. The default value is ``info``. + +- ``dry_run``: If set to ``true``, the Supervisor will run in dry-run mode, which means that it will start and stop without sending commands to the robot, Use for validating that the configuration is valid. The default value is ``false``. + +- ``log_filepath``: The path to the log file that the Supervisor should write to. If empty, the Supervisor won't write a log to disk. The default value is ``~/.3laws/log/supervisor.log``. diff --git a/docs/sources/user_guide/reference/ros_topics.rst b/docs/sources/user_guide/reference/ros_topics.rst new file mode 100644 index 0000000..f86a945 --- /dev/null +++ b/docs/sources/user_guide/reference/ros_topics.rst @@ -0,0 +1,58 @@ +.. _reference_ros_topics: + +ROS Topics +############# + +.. contents:: Table of Contents + :local: + +The Supervisor ROS node publishes and subscribes to a number of topics depending on how it is configured. All the topics published by this node are under the namespace ``/lll``. + +In particular, the supervisor publishes a heart-beat message on: + +- ``/lll/supervisor/ping``: A message that is published once per second to indicate that the Supervisor is running. This message contains statistics of the cpu usage, RAM usage, thread count, input/output, network traffic, and logging as used/produced by the Supervisor. + + +Run-time Assurance Module +========================= + +When the Run-time Assurance Module is enabled, the following additional topics are published: + +- ``/lll/ram/filtered_input``: The filtered velocity command that is sent to the robot's actuators when the Supervisor receives inputs from the planner/upstream. Note that this signal may be remapped to match the name of the input the downstream systems expects. + +- ``/lll/ram/markers``: Visualization tools such as RVIZ and FoxGlove can subscribe to this signal in order to display the illustrated vectors between the robot and obstacles that the Supervisor uses to make decisions on modifications to the input signal. The image below shows an rviz2 display where the red box represents the robot, the blue vectors represent the vector between a sensed laser point and the closest point on the robot's boundary, and the green dots represent laser scan points that are being actively monitored by Supervisor. These values are all embedded into the ``/lll/ram/metadata``. The white dots are the 2D laser scan points that are subscribed-to separately. + +.. figure:: ../../data/rviz2.png + :width: 600px + :align: center + :alt: Architecture schema + +| + +- ``/lll/ram/enable`` is a ROS Bool value that can be use to **command** the activation of the Supervisor. The Run-time Assurance Module portion of the Supervisor needs to be Activated in order to use this signal. Setting it to False will deactivate the Run-time Assurance Module. + +- ``/lll/ram/metadata`` contains significant statistics about the monitor and the filter, particularly notifications of sensed delays, non-finite values, timeouts, data size variations, and initialization for inputs, states, and perception. It also reports the most recent detected fault, along with several other useful details. + + +Robot Diagnostic Module +======================= + +When the Robot Diagnostic Module is enabled, the following additional topics are published: + +- ``/lll/rdm/clock_health_utc``: Statistics reporting variations in the synchronization of the robot clock and Universal time. This presents the current UTC time and real-time-clock value in nanoseconds since 1970, presenting the offset between the two. + +- ``/lll/rdm/domain_status``: The summary of the condition of the vehicle is presented in the following fields: system_status, behavior_status, hardware_status, perception_status, and control_status. When everything is working properly, a status of OK is reported for each. + +- ``/lll/rdm/dynamic_consistency``: If a dynamical model has been added to the configuration, this topic will compare the predicted model behavior to the current behavior and provide discrepancy metrics. Several values including differences in speeds between the platform and the model, and statistics on these differences are provided. Time since last input and time since last state message are also provided (in nanoseconds). + +- ``/lll/rdm/incidents_log``: As events are detected in the system, they are published through this channel as text messages. The "tags" area of the message includes discrete-value key-value pairs for severity and type of issue. + +- ``/lll/rdm/node_health``: Node health provides the status messages from various nodes. For example, the sensor_node provides details of the laserscan including the time since the last message, and average/min/max sending rates, receipt rates, and delays. + +- ``/lll/rdm/sensor_noise``: This metric presents statistics on the noise characteristics for the sensors including: average error, maximum error, maximum angle error, and percentage of sigma. Each data set is tagged with the sensor it corresponds to. + +- ``/lll/rdm/sensor_obstruction``: If the monitor detects that the laserscan appears to be obstructed in certain angular sectors, the information about the amount of obstruction is published through this channel. + +- ``/lll/rdm/signal_health``: Monitor is constantly checking to see if inputs to the system are reasonable (e.g. are finite, numerical values). If values such as Not-a-Number (nan), purely zero, or infinity are received, the occurrences are reported. + +- ``/lll/rdm/systems_health``: Detailed information about the system resource usage is provided through this channel: system_id, cpu_load, ram_usage, disk_usage, network_read, network_write, cpu_nb (core count), and procs_nb (process count). diff --git a/docs/sources/theory.rst b/docs/sources/user_guide/runtime_assurance.rst similarity index 79% rename from docs/sources/theory.rst rename to docs/sources/user_guide/runtime_assurance.rst index 81e60aa..c3dcbca 100644 --- a/docs/sources/theory.rst +++ b/docs/sources/user_guide/runtime_assurance.rst @@ -1,26 +1,36 @@ -Theory and Implementation of Control Barrier Functions -****************************************************** +Run-time Assurance +#################### + +.. contents:: Table of Contents + :local: + +The Run-time Assurance Module (RAM), is a filter that operates at the control rate. It is designed to ensure that the robot's control commands keep the robot in a user defined safe state. Based on formal mathematical proven methods, the CAM is able to prevent the robot from colliding while still allowing the robot to reach maximum performance when the system is far from any obstacles **in its current travel direction**. + +This ability allows development of the robot's control and planning algorithms without worrying about collision avoidance. + +The CAM uses basic kinematic and dynamic models for the robot in order to predict potential collisions. Supervisor currently supports differential-drive (able to rotate-in-place and translate), single-track steered, and omni-directional (able to translate sideways in addition to rotations and forward/back motion) vehicles. + 3Laws has developed the Supervisor as an add-on that can check and augment an existing planner or controller. The Supervisor contains a limited set of vehicle platforms and applications. This document describes the more general possibilities available for the underlying technology known as *Control Barrier Functions* (CBFs). The high-level idea is that CBFs monitor the robot (or other vehicle's) state and next motion commands in real-time. If the model predicts that the system will experience undesirable behavior (based on the commands and system dynamics), then the commands will be altered to avoid the undesirable outcome in a minimally disruptive way. The modification might be to slow the vehicle or to turn it towards a more desirable direction. The off-the-shelf packaging of Supervisor supports collision avoidance for a selection of robot systems such as unicycle (differential- drive) and bicycle (front-steering) vehicles. Other operational situations like -geofencing or attitude stabilization can be implemented with CBFs as custom behaviors. Similarly, other operational platforms including articulated robots, aerial and marine vehicles (drones), and specialized devices can also be implemented by 3Laws. CBFs can also be used to alert of the need to change the input commands when an unsafe behavior is predicted - an alarm could be sounded. That capability could be applied to human-controlled systems where CBF does not have access to the actuators. +geo-fencing or attitude stabilization can be implemented with CBFs as custom behaviors. Similarly, other operational platforms including articulated robots, aerial and marine vehicles (drones), and specialized devices can also be implemented by 3Laws. CBFs can also be used to alert of the need to change the input commands when an unsafe behavior is predicted - an alarm could be sounded. That capability could be applied to human-controlled systems where CBF does not have access to the actuators. Basic Architecture ------------------- +================== From an operational standpoint, a CBF (when used for collision avoidance) sits between the planning layer and the hardware control layer. "Hardware control" typically refers to a speed or attitude controller for a vehicle or a joint attitude/speed controller for an articulated robot. -.. image:: data/supervisor_architecture_1.png - :width: 700px - :alt: Architecture showing inputs and outputs from a typical CBF +.. image:: ../data/supervisor_architecture_1.png + :width: 700px + :alt: Architecture showing inputs and outputs from a typical CBF The CBF will evaluate the likelihood of a collision (or other undesirable behavior) and will only modify the desired input from the planner when a collision is predicted within the estimation window. -.. image:: data/supervisor_architecture_1b.png - :width: 700px - :alt: Architecture showing inputs and outputs from a typical setup +.. image:: ../data/supervisor_architecture_1b.png + :width: 700px + :alt: Architecture showing inputs and outputs from a typical setup There are 2 main steps to integrate a CBF into an existing stack: @@ -30,27 +40,28 @@ There are 2 main steps to integrate a CBF into an existing stack: Available Configurations in Supervisor --------------------------------------- +====================================== The following configurations of robot platform and operational objective are currently available in the Supervisor. Other platforms/applications are available as custom developments. +---------------------+---------------------+----------------+ -| Robot Configuration | Collision Avoidance | GeoFencing | +| Robot Configuration | Collision Avoidance | GeoFencing | +=====================+=====================+================+ -| Unicycle | + | | +| Unicycle | Yes | No | +---------------------+---------------------+----------------+ -| Omnidirectional | + | | +| Omnidirectional | Yes | No | +---------------------+---------------------+----------------+ -| Bicycle | + | | +| Bicycle | Yes | No | +---------------------+---------------------+----------------+ -| Copter Drone | in development | in development | +| Copter Drone | in development | in development | +---------------------+---------------------+----------------+ In terms of handling the objects in the space, these routines support laser scans and list of obstacles (with geometries). Using lists of perceived obstacles typically results in lower computational loads. Applications ------------- +============ + **Active Collision Avoidance**: In the collision avoidance use case, a CBF is designed to modify the planner's outputs in order to prevent impacts between the robot and other actors/obstacles in the operational space. A CBF can be used as a redundant system that filters the planner and only injects changes when a collision is predicted. In many cases, this allows for reducing the load on the planner for calculating paths around obstacles or for using the CBF as a redundant component in the stack, allowing improved reliability calculations by having a dissimilar component that can perform obstacle handling as a parallel task. A sensor system that detects the presence of the obstacles (e.g. LIDAR, RADAR, @@ -64,15 +75,16 @@ obstacles in the space, CBFs can modify pre-planned paths to avoid potential col **GeoFencing**: CBFs can also be inserted into the autonomy stack at different locations based on the needs for time-criticality. The approach is most often deployed between the planner and the inner-loop controller, but it can also be deployed between the inner-loop controller and the hardware for cases where the vehicle, like a racing copter, is going to approach undesirable configurations at rates that the high-level planner is able to replan-for, or if the system is being controlled by a human (or automated planner) that is not aware of the position of the drone relative to the keep-out area. -.. image:: data/supervisor_architecture_1c.png - :width: 700px - :alt: Alternate placements in the autonomy stack +.. image:: ../data/supervisor_architecture_1c.png + :width: 700px + :alt: Alternate placements in the autonomy stack **Configuration Bounding**: Control Barriers can be designed to control state variables such as position, speed, and accelerations. This means that configuring the theory to avoid situations such as vehicle roll-over because of large lateral accelerations or sliding because of large accelerations can also be implemented as objectives. Please contact 3Laws for discussions on how these objectives can be made available. Platforms ---------- +========= + The following are a few of the most commonly-used platforms. **Unicycle** describes a wheeled-ground-based robot with differential drive for steering and coordinated drive for forward/back motion. The vehicle is able to stop and rotate in-place. Configuration parameters include wheel radius, distance between the wheels, vehicle extents, acceleration limits, and speed limits. @@ -90,7 +102,7 @@ Configuration parameters include vehicle extents, mass, moments of inertia, acceleration limits, and speed limits. Theory of Operation -------------------- +=================== A CBF uses theories from *invariant set* math for the states of systems to create a mechanism to keep the devices away from undesired state configurations (e.g. unsafe areas, unstable configurations). For systems that are controlled through feedback or feed-forward, the desirable state is based on the needs of the operation and what sensing/actuation methods are available. The concept of an *invariant set* is that once the system is within the set, it can be kept within that set by the control or planning signals based on system dynamics. For collision avoidance scenarios, the desired set is space where the distance to the nearest object (and relative approach speed) is maintained sufficiently large. In the case of geofencing applications the desired invariant set is anywhere other than the geofenced region. For a system that may fall over, the desired state might be one where it remains upright. @@ -110,7 +122,7 @@ Set-invariant theories can be used to describe the desired state set (e.g. the " CBF Operational Modes ---------------------- +===================== Understanding of the discussion in this section is not necessary for use of the off-the-shelf configurations that are provided in Supervisor. These operational modes are pre-programmed into a CBF. If the platform or application is not one of the options discussed above the modes below are options that 3Laws will consider when building a new application/platform. @@ -135,3 +147,23 @@ set is described by the collection of multiplying the gradients of the full safe Additional parameters can be added based on the equations of motion for the individual system. + +Signal Remapping +================ + +The most straightforward way to insert Supervisor into an existing command chain is to use the ROS remapping feature as illustrated in the figure below. There is no need to make any changes to the signals published or subscribed-to by the existing components. In the example below, the **/cmd_vel** signal represents the output of the Planner and the input to the Controller. At launch time, the Planner's signal can be remapped to an alternate name like **/cmd_vel_plan**. + +.. image:: ../data/supervisor_insertion_1.png + :width: 800px + :alt: Architecture schema + +The Supervisor should then be configured (after installation) to subscribe to the **/cmd_vel_plan** signal that is the resulting output from the Planner. The Supervisor's launch file (nominally */opt/ros//share/lll_supervisor/launch/supervisor.launch.py* should be modified to include the remapping from **/lll/ram/filtered_input** to **/cmd_vel**, which is what the downstream system subscribes to. + +For effective operation, the Supervisor needs to be configured. Details for this step are presented in :doc:`Using Supervisor <../getting_started>`. + +The Control Panel also visualizes operation of the Supervisor's CAM. + +.. important:: + For more details, see :doc:`Control Panel ` + +.. _user_guide/cli: diff --git a/docs/sources/visualization/data/general_annotated.png b/docs/sources/visualization/data/general_annotated.png deleted file mode 100644 index 8c97559033523f39618079215cb03b141ea59197..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 105156 zcmcG#Wl&t*76sV21=rvf+-ckzg1fs00!@J6?he5{xJv@T-CctxL4reqyZczN0)o1V>kH)k@7+(SmJr% zL`qU8$kO6Of}xE4Fu>1$|Fky6h9tfG`{hr%2vEj-nW@3 zW*09@C-)?!e{@Up&vPvd&q~p8MrcR6WXDAO|9#(Rg{OLP>U7#$LhF|8xPR7_=s1$g zD@&V1`%KMx{qXOKxY%xI5hE=Uw@ixungFDk|`3XP~I>6%7w$xl-SmF7i8W^bZBk#)&<7 zJlr@woL|nFL}^fsyfyK=eWN_3BKAmY%&~4!Bs(VgkF^rzpWF#%JP1>2PT$aM@1Lyq z`7TPs?U!VJyz8TQ3h*Bt8yol%zm?zLFPW9scHC*uZW?ki>Hl>8r8Ea8JT?>$j?g+? 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You can access it by opening your web browser and navigating to `https://3laws.app `_. Your login credentials will be given to you by your 3LawsRobotics representative. - -This dashboard is tailored to provide quick diagnostics. The workflow is intended to help you dive into the data that is relevant to your current operations. The dashboards are organized as follows: - -- **General**: This page displays a list of robots (based on your organization login) that are currently monitored along with their current state. It also provides a list of the most recent events that have been recorded by the monitoring system. -- **Behavior**: Various insights related to the behavior of your robot, like his computed safety score, your distance to obstacles, etc. are provided here. -- **Hardware**: The hardware health of the robot, based on agreement between the model-based predicted behavior of the system and the measured behavior is presented. The objective is to expose if the current physical behavior is as expected or if some degradation has occurred. -- **Systems**: This gives information about the computational infrastructure such as signals delay, computer usage and Node status. -- **Perception**: Sensors issues like obstructed LIDARs or high noise can be surmized from this. -- **Control**: This is where the system's tracking of the commands is displayed. Large errors indicate either poor system behavior or infeasible commands. - -Each dashboard is composed of several panels including an overview section and specific-measurand displays. - -Navigation Tools -================ - -The dashboards provide several navigation methods so that issues can be found either by topic or by timestamp. The navigation tools are highlighted in the following image: - -.. image:: data/general_annotated.png - :width: 800 - :alt: General Dashboard - -- **Time Range**: This tool allows selection the time range of the data that you want to visualize. Range can be predefined range or customized. - -- **Refresh**: Pressing this requests a refresh of the data displayed in the dashboard. Alternatively a fixed refresh rate can be selected. - - -Incident Management -=================== - -The Dashboards display a chronological list of events including the severity and whether the event is still active. Double clicking on the event provides navigate directly to the associated dashboard page. - -.. image:: data/robot_overview_annotated.png - :width: 800 - :alt: Robot Overview Dashboard