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locationd: Gyro bias initial covariance #22622

Merged
merged 3 commits into from
Oct 23, 2021
Merged

locationd: Gyro bias initial covariance #22622

merged 3 commits into from
Oct 23, 2021

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nuwandavek
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@nuwandavek nuwandavek commented Oct 19, 2021

Problem : At the beginning of the route in this issue, the gyro bias was incorrect, leading to incorrect fast angle offset values being learnt and the car drifting towards the right side of the lane. The reason for this was the low value of the initial covariance for gyro bias.

Fix : Using a larger initial covariance for gyro bias, the gyro bias is learnt better, while everything else being the same (this is reflected in the lld_Report).

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@haraschax haraschax merged commit 2006aa4 into master Oct 23, 2021
@haraschax haraschax deleted the gyro-bias branch October 23, 2021 04:00
twilsonco pushed a commit to twilsonco/openpilot that referenced this pull request Feb 13, 2022
* reduce cam odo std multiplier

* increase gyro obs noise

* increase initial cov for gyro bias
twilsonco pushed a commit to twilsonco/openpilot that referenced this pull request Feb 13, 2022
* reduce cam odo std multiplier

* increase gyro obs noise

* increase initial cov for gyro bias
twilsonco pushed a commit to twilsonco/openpilot that referenced this pull request Feb 14, 2022
* reduce cam odo std multiplier

* increase gyro obs noise

* increase initial cov for gyro bias
twilsonco pushed a commit to twilsonco/openpilot that referenced this pull request Feb 16, 2022
* reduce cam odo std multiplier

* increase gyro obs noise

* increase initial cov for gyro bias
twilsonco pushed a commit to twilsonco/openpilot that referenced this pull request Feb 17, 2022
* reduce cam odo std multiplier

* increase gyro obs noise

* increase initial cov for gyro bias
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3 participants