Commit Graph
10 Commits
Author SHA1 Message Date
bresch f962399ba1 ekf2: rename BaroBiasEstimator -> BiasEstimator 2022-07-19 20:46:53 -04:00
Daniel Agar 39453405a0 ekf2: cleanup zero innovation heading fusion
- refactor updateQuaternion() to compute the yaw jacobian directly (respecting  the rotation sequence determination)
 - fuseHeading()/fuseYaw321()/fuseYaw312() helpers are eliminated and now mag heading fusion and EV yaw fusion compute the innovation in place
 - clear up logic for performing zero innovation heading fusion when quaternion variance exceeds threshold (no more _is_yaw_fusion_inhibited flag manipulation)
 - when at rest continue fusing last static heading with very low variance even if other heading sources are active
2022-07-19 11:58:27 -04:00
bresch 904bf8ef9f ekf: add range finder kinematic consistency check
At each new valid range measurement, the time derivative of the distance
to the ground is computed and compared with the estimated velocity.
The average of a normalized innovation squared statistic check is used
to detect a bias in the derivative of distance measurement,
indicating that the distance measurements are kinematically inconsistent
with the filter.
2022-04-13 11:41:48 +02:00
Daniel Agar a430f0ccae ekf2: add simple zero velocity update when vehicle at rest (#19149)
- further decreases initial tilt alignment time (now down to 2.5 seconds if still) and improves initial bias estimates
2022-03-12 12:56:31 -05:00
bresch 1502d77df2 ekf: refactor fake position control logic 2022-01-25 15:07:48 +01:00
bresch d583ef6b79 ekf2: move height fusion code to separate source file 2021-12-07 09:16:21 +01:00
bresch 8aae39e82a ekf2: move GPS control logic to separate source file 2021-11-01 13:59:34 +01:00
bresch 689ab12845 ekf2: refactor gps vel/pos fusion control logic 2021-11-01 13:59:34 +01:00
bresch 54c7e74de3 EKF: add baro bias estimator using GNSS altitude 2021-07-19 16:53:45 -04:00
Daniel Agar 2cf66a5d8f ekf2: move EKF out of ecl 2021-07-15 10:38:24 -04:00