Commit Graph

253 Commits

Author SHA1 Message Date
bresch 68980b59e2 ekf2: add terrain state 2024-06-26 11:05:38 +02:00
Daniel Agar dcb1103299 ekf2: move estimator_status test ratios to filtered values 2024-06-20 13:41:54 -04:00
bresch 0a665a526c ekf2: add mag type init
In this mode, the mag is used to inilialize the heading.
During flight, the heading is predicted using gyros and corrected
by GNSS measurements if available.
2024-06-03 13:28:12 +02:00
Daniel Agar 24fdd696cb ekf2: move range finder files to aid_sources/range_finder 2024-05-02 17:40:58 -04:00
bresch a8a67fbf8f ekf2: set horizon using specific parameter
Some sensors can have their delay included in the timestamp. In this
case, the buffer cannot be sized using the _DELAY parameter.
2024-04-17 09:16:16 -04:00
Daniel Agar 78bbb66568 delete SYS_MC_EST_GROUP
- introduce per module parameters (EKF2_EN, LPE_EN, ATT_EN)
 - add basic checks to prevent EKF2 + LPE running simultaneously
2024-04-15 16:06:08 -04:00
bresch 51883fe5d4 ekf2: integrate mag heading into mag 3D 2024-04-05 22:26:03 -04:00
bresch 12fefbcfbd ekf2: use global definition of quaternion error 2024-04-05 22:26:03 -04:00
bresch b80f15f7b5 ekf2-mag_auto: always use mag 3D after takeoff 2024-02-27 12:33:43 -05:00
Daniel Agar c4c41c49e5 ekf2: move fuseVelPosHeight() -> fuseDirectStateMeasurement()
- don't bother keeping bad_vel_{N,E,D} and bad_pos_{N,E,D} fault status bits
2024-02-20 13:16:24 -05:00
Daniel Agar 4e0967889c ekf2: add verbose print status (moved out of DEBUG_BUILD) 2024-01-24 21:49:26 -05:00
Mathieu Bresciani cb396a6339 ekf2: fix computation of tilt and yaw variances add them to logging
Co-authored-by: bresch <bresch@users.noreply.github.com>
2024-01-24 12:14:15 -05:00
Daniel Agar ed0d26de8a ekf2: improve attitude estimation without horizontal aiding
- fake_pos only if at rest or tilt variances becomes large
 - fake pos: don't run when grav fusion is enabled
 - gravity fusion enabled by default
 - gravity: only fuse when accel norm and lpf norm are consistent

Co-authored-by: bresch <brescianimathieu@gmail.com>
2024-01-17 10:27:25 -05:00
Daniel Agar 4cb293020a ekf2: remove sensor sample uORB::Subscription missed perf counters
- these served their purpose, but are no longer useful
 - still worth keeping the IMU subscription missed perf count to catch any scheduling issues
2024-01-11 11:52:29 -05:00
Roman Bapst 603c3f6636 added support to reset vehicle position based on external position (#22444)
via command MAV_CMD_EXTERNAL_POSITION_ESTIMATE

Signed-off-by: RomanBapst <bapstroman@gmail.com>
2024-01-11 13:09:22 +01:00
bresch a653073d4f ekf2: perform GNSS checks at delayed-time horizon
- never fuse a measurement that is not passing the checks
- cleanup and simplify GNSS vel/pos control logic
2023-12-18 18:11:20 +01:00
bresch fe7988672f ekf2: auxiliary position fusion
Co-authored-by: Daniel Agar <daniel@agar.ca>
2023-12-01 11:50:22 +01:00
bresch 1c3a1183c8 ekf2-flow: refactor control logic
Use flow rates instead of integrals in backend. This allows us to delay
the data to the mitpoint integration time and simplifies the code in
general.
Gyro compensation can still be done in EKF2 if needed, but the
flow module normally already appends the correct gyro data to the flow
message.
2023-11-21 21:56:34 -05:00
Daniel Agar 62027b0965 ekf2: remove EKF2_HGT_MODE VerifyParams() transition helpers
- in theory these are helpful to ensure EKF2_HGT_MODE configuration is
   consistent with the relevant aid source (GPS, baro, etc), but it can
   be a little awkward with users having to fight manual parameter
   changes in the right order
2023-11-16 15:02:43 -05:00
Daniel Agar 3b2d766573 ekf2: purge remaining EKF2_AID_MASK references 2023-11-16 09:36:58 +01:00
Mathieu Bresciani 0d6c2c8ce9 EKF2: Error-State Kalman Filter (#22262)
* ekf derivation: change to error state formulation
* ekf2: update auto-generated code for error-state
* ekf2: adjust ekf2 code for error state formulation
* ekf2_tests: adjust unit tests for error-state EKF
* update change indicator for error-state EKF
* ekf2_derivation: allow disabling mag and wind states

---------

Co-authored-by: bresch <[brescianimathieu@gmail.com](mailto:brescianimathieu@gmail.com)>
2023-10-31 10:02:18 -04:00
bresch eed2870fd8 ekf2: fix optical_flow_vel publication
We should otherwise call this publication before the aid_src publisher
that sets the timestamp. Having it separate avoids this ordering
constraint.
2023-10-25 09:59:56 -05:00
Daniel Agar 408c30de13 ekf2: delete redundant aid src status getters 2023-10-18 15:21:51 -04:00
Daniel Agar 3d238b0275 ekf2: add kconfig to disable gravity fusion (#22231) 2023-10-18 10:50:51 -04:00
Daniel Agar 6eae9fb371 ekf2: fix barometer kconfig 2023-10-18 09:43:27 -04:00
Daniel Agar d2b3e7fe16 ekf2: new kconfig to enable/disable GNSS (enabled by default) 2023-10-11 14:02:34 -04:00
Daniel Agar 5f87f3a046 ekf2: drag fusion add aid source status topic 2023-10-09 09:26:28 -04:00
Daniel Agar 028733e1c7 ekf2: add kconfig to disable wind estimation (off by default) 2023-10-09 09:22:29 -04:00
Mathieu Bresciani d61743412c ekf2: fix flow gyro bias corrections (#22145)
* ekf2-flow: fix flow gyro bias compensation
* ekf2-flow: apply flow gyro bias when used
* ekf2: log optical flow gyro bias
* ekf2: optical flow control always use provided flow gyro (with bias applied)
* ekf2-flow: log flow gyro and gyro reference
* ekf2-flow: support senrors with XY flow gyro

---------

Co-authored-by: Daniel Agar <daniel@agar.ca>
Co-authored-by: bresch <[brescianimathieu@gmail.com](mailto:brescianimathieu@gmail.com)>
2023-10-05 10:51:30 -04:00
bresch 99197919d7 ekf2: access state covariance using helper functions 2023-09-26 06:41:04 +02:00
bresch dac337efc4 ekf2: auto-generate state vector size constant 2023-09-19 09:37:50 -04:00
Daniel Agar 1e9f0ad2c6 ekf2: add kconfig for barometer support (enabled by default) 2023-09-15 10:02:09 -04:00
Daniel Agar 10b54d08fc ekf2: add dedicated EKF2_CONFIG_TERRAIN in kconfig
- new estimator_aid_src_terrain_range_finder for HAGL RNG
2023-09-15 10:02:09 -04:00
Daniel Agar 845b01a00d ekf2: add kconfig for magnetometer support (enabled by default) 2023-09-15 10:02:09 -04:00
bresch 0aa4afdbce ekf2: add unaided_yaw for more resilient yaw control
This estimate doesn't converge to the true yaw but can be used as a
more consistent but drifting heading source.
It can be used by a setpoint generator to adjust its heading setpoint
while the true yaw estimate is converging in order to keep a constant
course over ground.
2023-08-30 09:56:19 +02:00
Mathieu Bresciani 74a54b3b12 EKF2: improve resilience against incorrect mag data
- when GNSS is used require low mag heading innovations during
  horizontal acceleration (yaw observable) to validate the mag
- only fuse mag heading just enough to constrain the yaw estimate
  variance to a sane value. Leave enough uncertainty to allow for a
  correction when the yaw is observable through GNSS fusion
2023-08-17 09:55:15 -04:00
Daniel Agar d75bb62a65 ekf2: separate mag and mag heading control logic (#21212)
- split mag_3d into new standalone mag fusion and mag fusion allowed to update all states (full mag_3d)
 - new dedicated control logic for mag/mag_3d fusion and standalone mag heading fusion
 - if WMM available use for mag_I and mag_B init
 - mag states reset if external yaw reset (yaw estimator, GPS yaw, etc)
 - mag reset if declination changed (eliminate _mag_yaw_reset_req)
 - mag fusion (but not mag_hdg or mag_3d) can be active during gps_yaw or ev_yaw (if yaw aligned north)

Co-authored-by: bresch <brescianimathieu@gmail.com>
2023-08-04 10:39:16 -04:00
bresch 72be724b86 ekf2: log mag inclination and strength for tuning 2023-07-24 10:16:37 -04:00
bresch 357bf024f6 ekf2-mag: add inclination check 2023-07-24 10:16:37 -04:00
bresch e4a16bfc80 ekf2-mag: rework mag strength check 2023-07-24 10:16:37 -04:00
Sergei Grichine f000238987 SensorGps.msg: switch to double precision for lat/lon/alt
To match https://github.com/PX4/PX4-GPSDrivers/pull/132 - adding high precision RTK lat/lon/alt components
2023-07-13 07:50:09 +02:00
bresch 9e2e888f5e ekf2-bias_cal: reduce required stability period
For the mag, 30s of bias learning is a lot, given that it is only active
during turns and that it usually converges in < 5 seconds
2023-07-11 11:33:53 -04:00
bresch 2f52926972 mag_cal: fix mag bias estimate to mag cal
- since last_us is set to 0 every time the bias is not observable, the
  total time was also reset -> needed 30 consecutive seconds in mag 3D
  to be declared "stable"
- after landing, the mag_aligned_in_flight flag is reset. Using this for
  bias validity makes it invalid before we have a chance to save it to
  the calibration.
2023-07-11 11:33:53 -04:00
bresch f5edff2647 ekf2 - preflt checks: scale flow innovation checks
Opt flow raw innovations can be really large on ground due to the small
distance to the ground (vel = flow / dist). To make the pre-flight check
more meaningful, scale it with the current distance.
2023-07-11 08:18:32 -07:00
bresch 672b29d555 ekf2: report dist bottom also when using flow for terrain
Terrain height can be estimated using a range finder and/or optical flow
2023-07-11 08:18:32 -07:00
alexklimaj 03528a6200 Add EKF2_OF_QMIN_GND to handle 0 optical flow quality when on ground 2023-07-11 08:18:06 -07:00
Silvan Fuhrer 81764c43a1 EKF2: use timestamp from argument of PublishEvPosBias() (#21822)
* EKF2: use timestamp from argument of PublishEvPosBias()

Signed-off-by: Silvan Fuhrer <silvan@auterion.com>

* Update src/modules/ekf2/EKF2.cpp

Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>

---------

Signed-off-by: Silvan Fuhrer <silvan@auterion.com>
Co-authored-by: Mathieu Bresciani <brescianimathieu@gmail.com>
2023-07-11 11:07:39 +02:00
Antonio Sanjurjo C c1cb48c2ea EKF2 cleanup. Use MAX_NUM_x constants instead of hard-coded numbers
Signed-off-by: Antonio Sanjurjo C <74329840+antonio-sc66@users.noreply.github.com>
2023-07-06 09:36:27 +02:00
Daniel Agar 8222cbca2c ekf2: last range sensor simple timestamp protection
- sanity check againist potential timestamp issues with incoming
distance_sensor data
2023-05-09 12:02:42 -04:00
bresch 521abecbbf ekf2: remove all remaining uses of EKF2_AID_MASK 2023-04-28 22:31:17 -04:00