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v0.1.1

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@rsasaki0109 rsasaki0109 released this 18 Mar 12:37
· 59 commits to main since this release

What's Changed since v0.1.0

IMU evaluation improvements

  • Noise estimation via first-order differencing (= Allan Deviation at τ=dt), removing vehicle dynamics
  • Multi-IMU: each IMU topic evaluated separately, best score reported
  • Auto-detect static data → compute full Allan Variance (VRW/ARW + bias instability)
  • Dynamic data → diff-based noise + recommendation note

Anomaly detection fix

  • Fixed false positives on real-world data (31,972 → 640 on Newer College)
  • Deduplicated IMU rate_gap / imu_frequency_drop detections
  • Added minimum 50ms absolute gap threshold for high-rate topics

Documentation

Full Changelog

v0.1.0...v0.1.1