Commit Graph
124 Commits
Author SHA1 Message Date
Daniel Agar d47f96f1a5 ekf2: add kconfig option to enable/disable AUX velocity fusion 2023-03-20 10:12:17 -04:00
Daniel Agar 4270a303ab ekf2: add kconfig option to enable/disable airspeed and sideslip fusion 2023-03-20 10:12:17 -04:00
Daniel Agar 98ff1afc19 ekf2: add kconfig option to enable/disable GNSS yaw 2023-03-20 10:12:17 -04:00
Daniel Agar fe0e3acf09 ekf2: add kconfig option to enable/disable drag fusion 2023-03-20 10:12:17 -04:00
Daniel Agar b3cc945a5a ekf2: merge runOnGroundYawReset() + runInAirYawReset() into unified magReset() 2023-03-09 09:08:27 -05:00
Daniel Agar d45aeae1de ekf2: add and share centralized method to clear inhibited state Kalman gains 2023-03-07 13:27:57 -05:00
Daniel Agar 9ec3f30ae1 ekf2: move gps buffer pop to controlGpsFusion()
- controlGpsFusion() now owns yaw estimator update
2023-02-22 09:08:33 -05:00
Daniel Agar a867bb7d88 ekf2: let controlAirDataFusion() update yaw estimator TAS 2023-02-22 09:08:33 -05:00
Daniel Agar 60856ebe62 ekf2: move range buffer pop to controlRangeHeightFusion() 2023-02-22 09:08:33 -05:00
Daniel Agar 08f111f694 ekf2: consolidate airspeed fusion logic and helpers
- pass new airspeed sample around when available
 - can't completely eliminate _airspeed_sample_delayed until resetWind()
called from sideslip fusion is updated
2023-02-22 09:08:33 -05:00
Daniel Agar 241cee2bb7 ekf2: move airspeed buffer pop to controlAirDataFusion 2023-02-22 09:08:33 -05:00
Daniel Sahu fa6fda6cce ekf2: new gravity observation (#21038)
Signed-off-by: Daniel M. Sahu <danielmohansahu@gmail.com>
2023-02-07 13:28:58 -05:00
Daniel Agar 66ad7fd06c ekf2: include 0 timestamp checks in helpers (isTimedOut(), isRecent(), etc)
- EKF isTimedOut(), isRecent(), and isNewestSampleRecent() need to handle the case where the timestamp has never been set
 - reset() more thoroughly reset fields (mainly impacts unit tests)
2023-02-03 10:00:51 -05:00
Daniel Agar 264a99fb77 ekf2: new EKF2_IMU_CTRL parameter and gyro bias inhibit mechanism
- EKF2_AID_MASK accel bias inhibit moves to EKF2_IMU_CTRL
2023-02-03 09:52:24 -05:00
bresch 6e30f8f5cb ekf2: use dedicated aid_src message for flow for terrain aiding 2023-01-21 15:31:19 -05:00
Daniel Agar 95300d5637 ekf2: refactor output predictor to class
- refactor all EKF backend output predictor pieces into new OutputPredictor class
 - output states are now calculated immediately with new high rate IMU rather than after EKF update
 - IMU delayed sample is passed as around as control data to avoid storing an extra copy and make the requirement clear
2023-01-18 10:59:34 -05:00
Daniel Agar 674a59e48f ekf2: new gyro bias limit parameter EKF2_GYR_B_LIM
- default is now a more conservative 0.15 rad/s (~8.6 deg/s) instead of the previous hardcoded 20 deg/s
2023-01-14 09:15:46 -05:00
bresch 657bd6cf72 ekf2: stop mag fusion when inhibited for too long
Also do not try to run anything if mag is inhibited
2022-12-29 12:56:36 -05:00
bresch c75a9058a5 EKF2: only fuse zero innovation if yaw var is large 2022-12-29 12:56:36 -05:00
Daniel Agar 54a32eb2f7 ekf2: EV overhaul yaw and position fusion (#20501)
- move EV yaw and EV position to new state machines
 - EV yaw and EV pos now configured via EKF2_EV_CTRL (migrated from EKF2_AID_MASK)
 - new EV position offset estimator to enable EV position while GPS position is active (no more EV pos delta fusion)
 - yaw_align now strictly means north (no more rotate external vision aid mask)
 - automatic switching between EV yaw, and yaw align north based on GPS quality
2022-12-20 10:23:56 -05:00
Daniel Agar 696eeb9a49 ekf2: update EV height state machine (small piece of EV overhaul)
- respect new EKF2_EV_CTRL parameter for VPOS usage
  - EV hgt rotate EV position before usage (there's often a small offset in frames)
  - EV hgt reset use proper EV velocity body frame
  - try to keep EV hgt and EV vel state machines consistent
  - small incremental piece of https://github.com/PX4/PX4-Autopilot/pull/19128
2022-12-13 13:29:18 -05:00
Daniel Agar 805ffa9d0b ekf2: push mag cal reset to delayed time horizon 2022-12-13 10:24:02 -05:00
bresch 41abf695a8 ekf2: use more efficient covariance update computation
KSK' is faster to compute than KHP and is mathematically equivalent
2022-12-12 12:31:54 -05:00
Daniel Agar 8eb2a0a3ec ekf2: delete orientation_covariances_euler()
- usage replaced with now public calcRotVecVariances()
2022-12-07 12:41:27 -05:00
bresch b25bc1b982 ekf2: GNSS yaw, update->fuse pattern 2022-11-22 09:59:31 -05:00
Daniel Agar da82757bf6 ekf2: accumulate multiple vel/pos/orientation reset deltas per update
- if in a single EKF update there are multiple resets we need to track the accumulated delta so the change consumed by the controllers is correct
2022-11-15 13:20:54 -05:00
bresch 93564baccf ekf2_flow: recalculate innovation after fusing 1st axis
The state changed so we need to recalculate the innovation of the 2nd
axis after fusing the 1st one
2022-11-14 11:51:32 -05:00
bresch 9834c7917b ekf2: use yaw emergency estimator more aggressively
During the whole flight, if the difference between the yaw estimate from
EKF2 and the emergency estimator is large and that the GNSS velocity
fusion is failing continuously, immediately reset to the emergency yaw
estimate.
2022-11-14 10:45:23 -05:00
Daniel Agar bd5bc9d207 ekf2: cleanup terrain estimator init (shouldn't be valid by default)
- with Ekf::initialiseFilter() resetting _time_last_hagl_fuse the terrain estimate was technically valid regardless of any range or flow data availability and as a result optical flow fusion is able to start and stay active
 - only consider terrain estimate valid based on control status flags and recent fusion
2022-11-14 09:29:46 -05:00
Daniel Agar 5239993c88 ekf2: move EV vel to new state machine, introduce EKF2_EV_CTRL param 2022-11-08 11:46:41 -05:00
Daniel Agar 6f861ba889 ekf2: pos/vel reset helpers pass new variance
- optical flow velocity reset use already computed _flow_vel_ne
2022-10-24 10:59:58 -04:00
Daniel Agar ed558e199f ekf2: remove realignYawGPS() (replaced with yaw estimator) 2022-10-21 09:01:30 -04:00
Daniel Agarandbresch fb3adc3faa ekf2: move baro compensation to delayed time horizon and add validity check
- this removes an unnecessary virtual call and simplifies things a bit

Co-authored-by: bresch <brescianimathieu@gmail.com>
2022-10-20 09:17:55 -04:00
Daniel Agar cea185268e msg ROS2 compatibility, microdds_client improvements (timesync, reduced code size, added topics, etc), fastrtps purge
- update all msgs to be directly compatible with ROS2
 - microdds_client improvements
   - timesync
   - reduced code size
   - add to most default builds if we can afford it
   - lots of other little changes
 - purge fastrtps (I tried to save this multiple times, but kept hitting roadblocks)
2022-10-19 19:36:47 -04:00
Daniel Agar f9509b442c ekf2: height aid source consistency (#20405)
- working towards keeping all height source (baro/ev/gnss/rng) handling as consistent as possible, possibly refactoring these out into separate classes later
2022-10-19 15:35:07 -04:00
Daniel Agar 535415a537 ekf2: add OF estimator aid src status 2022-10-18 14:19:16 -04:00
Daniel Agar 2de990fd4b estimator_aid_source split GNSS pos (3d) -> pos (2d) + hgt
- per estimator air source status only keep a single set of flags and
timestamp that applies to the entire source
2022-10-13 11:28:50 -04:00
bresch 5f54f6fcda ekf2: migrate sideslip fusion to SymForce
- split fusion into update (compute innov and innov_var) and actual fusion to the state vector
- use estimator_aid_source_1d struct to group the data
2022-10-12 09:55:35 -04:00
bresch bb790c9bec ekf2: add vertical dead-reckoning timeout check for height validity 2022-09-29 14:16:36 -04:00
Daniel Agar 1f7080a710 ekf2: extend sensor bias stability requirement
- for accel/gyro/mag estimated bias only consider them stable (valid
for calibration updates) if the value isn't changing (10% of limit) over
the validity period
2022-09-28 10:40:52 -04:00
Charles Cross cfdaba35cc Adds reset counter logic to EV height fusion 2022-09-26 11:48:18 +02:00
bresch ae1e12a6b5 ekf2: remove baro accumulation from initializeFilter 2022-09-10 12:29:29 -04:00
bresch a54fa7b9b1 ekf2: add fake height fusion logic
When there is no vertical aiding, fake height is started to constrain
the vertical channel of the EKF
2022-09-10 12:29:29 -04:00
bresch aa716936bf ekf2: move synthetic_position flag to control_status.flags.fake_pos 2022-09-10 12:29:29 -04:00
Daniel Agar d996af4647 ekf2: pass gpsSample around where required
- this minimizes potential misuse accessing _gps_sample_delayed and
makes the dependency clear
2022-09-05 10:27:19 -04:00
Daniel Agar 7bbdc220f5 ekf2: initialiseFilter() simplify mag heading init and resetQuatStateYaw
- most of resetQuatStateYaw doesn't apply to initial heading init, so
removing the special case keeps it simple
2022-09-02 08:46:10 -04:00
Daniel Agar 1948c5057a ekf2: handle all time on delayed horizon (except for newest sample checks)
- a growing number of samples come into the backend with the time
already delayed (sensor's interrupt setting timestamp sample)
 - if the incoming timestamp is already delayed then the new data checks
(relative to latest IMU) can be slightly wrong
 - handle almost all timestamps and checks on delayed time horizon,
except for explicit checks of new samples
 - isRecent() and isTimedOut() helpers use delayed time
 - add new isNewestSampleRecent() used for checking the incoming
timestamp of the incoming (adjusted) data
2022-08-31 08:52:30 -04:00
bresch 12e25eba62 ekf2: add common height fusion timeout parameter 2022-08-24 09:16:11 -04:00
bresch 3fb218600a ekf2_test: add multi height source unit tests 2022-08-24 09:16:11 -04:00
bresch aba2eac0df ekf2: publish GNSS, rng and EV height biases 2022-08-24 09:16:11 -04:00