Different filtering techniques are compared for lateral velocity estimation of a robotic rollator. Data has been collected via IMU, encoder and VICON measurements. The main components of this project evaluates the following:
- Integration Method
- Temporal Convolution Network
- Extended Kalman Filter
- TCN + EKF/KF
- TCN + UKF
The final report can be read here.