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Doppler radar + gyro integration changes #232
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…ewhere (like in wrapper).
…in a wrapper) yaml variables for pipeline.
… measurements for direct velocity errors
… setup. Implemented prior error from past trajectory/covariance for odometry.
… measurement factor (outdated with new gyro implementations).
…valuator. Useful when you want to rely entirely on a gyroscope or some other highly accurate source of orientation info. - Changed gyroscope error term to make use of all 3 degrees of info from gyro - (QoL) minor print statement improvements
(func) added gyroscope terms if qdata.gyro_msgs is populated (func) added removal of orientation estimation from ICP
…-based sliding window prior for future windows.
…al pointcloud timestamp due to rounding error. Now explicitly adding the final pointcloud timestamp as the final knot_time.
…d new prior_bloat parameter
8000
Tested on warthog but not extensively. Also fixed a bug with timestamps for the ouster point clouds.
(Bug) Removed prior bloat, as its implementation was mathematically faulty. (Func) Added naming variables and cost terms in the radar pipeline to help with debugging. (Func) Added Doppler velocity error terms to the radar pipeline (doesn't work fully yet).
…muth and ego-vel estimates. (Func) Added direct Doppler odometry module (just file set up for now, not working).
…supports lgmath building using ros2 by default.
…is is being replaced by proper Doppler velocity support.
…ndows. (QoL) Changed radar gyro cost term to take in full 3D measurement, with roll/pitch being set to 0 with low cov. This helps stability, but we really need to move to full SE2 estimation for radar.
Fixed frame bug
a-krawciw
approved these changes
May 15, 2025
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Code was tested for radar-gyro, lidar, lidar-gyro on the Warthog. It worked well but was not tested extensively.
I did not evaluate the components related to doppler measurements.
main/src/vtr_radar/src/modules/odometry/odometry_icp_module.cpp
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main/src/vtr_radar/src/modules/odometry/odometry_icp_module.cpp
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main/src/vtr_radar/src/modules/odometry/odometry_icp_module.cpp
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desifisker
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May 29, 2025
…_module.cpp and navigator.cpp" This reverts commit 45f7fe6.
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Tested radar and lidar offline: