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Development v2.2 - Zero Velocity Update #79

Merged
merged 7 commits into from
Jul 8, 2020
Merged

Development v2.2 - Zero Velocity Update #79

merged 7 commits into from
Jul 8, 2020

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rpng-guest
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Key Changes

  • Zero velocity update logic detection and update based on chi2 with the current IMU readings
  • Standstill initialization if zero velocity update is enabled (great for if you need a pose estimate as soon as possible)
  • Support for using stereo on the KAIST Urban Dataset
  • Some matlab utilities for converting from their groundtruth format
  • Some additional collected datasets of driving with the sensor mounted on a car

Example KAIST Trajectories

Black is dataset's groundtruth, blue is OpenVINS with zero velocity update enabled.
The launch file used can be found in ov_msckf/launch/pgeneva_ros_kaist.launch.

Urban28:
-> 11,212 meters in length
-> 2.55 degrees orientation RMSE
-> 19.03 meters position RMSE (0.16% traj error)
urban28

Urban39:
-> 10,678 meters in length
-> 1.47 degrees orientation RMSE
-> 12.36 meters position RMSE (0.12% traj error)
urban39

Should fix issue #56, #57, #67, #77

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2 participants