PX4-Autopilot
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EKF2: ev fusion in body frame
Solved Problem
Currently while fusing external vision odometry pipelines which output the measurement in the body frame, The measurement gets transformed into the EKF local frame and fused as a direct state measurement. This massively skews the estimated gaussian noise which leads to suboptimal fusion results.
Solution
- Added new Jacobian derivations for fusing body velocities
- Adjusted EV control pipeline for this case
Test coverage
- Unit tests pased
- Simulation test: Simulation flights with gz_x500_vision