Commit Graph

196 Commits

Author SHA1 Message Date
Peter Barker 3a99b2bce1 AP_NavEKF: move initialisation of EKF constants into header file
Various comments where getting out of sync with one-another, and
having everything in one place lets you match values against types.
2018-03-01 20:27:19 +09:00
bugobliterator b1213a522d AP_NavEKF2: allocate NavEKF core from MEM_FAST region 2018-01-15 11:46:02 +11:00
Peter Barker 9c8466dc03 AP_NavEKF2: use GPS singleton 2017-12-27 00:58:02 +00:00
priseborough efdc651d1a AP_NavEKF2: Require reboot after changing ALT_SOURCE parameter
Toggling between alt sources in flight using the parameter can have unpredictable effects due to the various height offsets and the possibility that the data source may be unavailable.
2017-10-04 00:24:15 +01:00
priseborough f2f3067326 AP_NavEKF2: Add interface to control GPS vertical velocity use 2017-08-10 19:49:45 +10:00
priseborough 027552ef44 AP_NavEKF2: Fix default behaviour for height origin corrections
Previous default was to apply in-flight height origin changes to local position instead of to reported origin height. This caused problems with copters that took off before getting GPS lock.
2017-07-17 02:22:02 +01:00
Peter Barker 5da3759ff4 AP_NavEKF2: eliminate GCS_MAVLINK::send_statustext_all 2017-07-11 23:53:53 +01:00
Dr.-Ing. Amilcar Do Carmo Lucas 7426bdb9b7 AP_NavEKF2: Fix long description of EK2_OGN_HGT_MASK parameter 2017-06-16 12:05:20 +01:00
priseborough b42fb31d7d AP_NavEKF2: Change default value of EK2_OGN_HGT_MASK
Turn off by default.
Update parameter description
2017-06-14 12:44:41 +01:00
priseborough 77d21f72d4 AP_NavEKF2: Allow reporting of origin height for specified instance 2017-06-14 12:44:41 +01:00
priseborough 36e7dfb5f6 AP_NavEKF2: Improve GPS reference height estimator
Fix rounding error bug preventing state from updating after initial convergence.
Decouple GPS reference height from published EKf origin height.
Add bitmask parameter to control update and publishing of GPS reference height.
2017-06-14 12:44:41 +01:00
Dr.-Ing. Amilcar Do Carmo Lucas 3f6059397c AP_NavEKF2: Add missing @RebootRequired: True 2017-05-27 01:55:55 +01:00
Dr.-Ing. Amilcar Do Carmo Lucas 38b19b9eee AP_NavEKF2: Use SI units conventions in parameter units
Follow the rules from:
http://physics.nist.gov/cuu/Units/units.html
http://physics.nist.gov/cuu/Units/outside.html
and
http://physics.nist.gov/cuu/Units/checklist.html
one further constrain is that only printable (7bit) ASCII characters are allowed
2017-05-17 18:07:25 +10:00
Dr.-Ing. Amilcar Do Carmo Lucas ce37517268 AP_NavEKF2: Improve comments, typos 2017-05-03 08:44:49 +09:00
Andrew Tridgell 2de8777669 AP_NavEKF2: added inter-EKF scheduling cooperation
this changes the stragegy for load levelling between EKF cores so it
works between EK2 and EK3, and with future estimators as well.

It allows us to run EK3 and EK2 at the same time with good scheduling
performance
2017-05-01 14:24:55 +10:00
Andrew Tridgell ee5c032f27 AP_NavEKF2: added recording of timing statistics 2017-04-28 17:19:39 +10:00
Randy Mackay b255c7b370 AP_NavEKF: add setOrigin 2017-04-22 10:37:31 +09:00
Andrew Tridgell 9f3c2cb704 AP_NavEKF2: allow access to quaternion for each instance 2017-04-16 14:01:36 +10:00
Jacob Walser 646d68c76d AP_NavEKF2: Fix parameter metadata 2017-03-22 16:16:26 -07:00
priseborough 407a60e599 AP_NavEKF2: log correct GPS for replay 2017-03-13 11:31:51 +11:00
Michael du Breuil 8b69f1708e NavEKF2: Add optional check for GPS vertical accuracy before aligning the EKF 2017-02-22 11:53:42 -08:00
priseborough 1a7b5538e5 AP_NavEKF2: Enable simple heading fusion to be set for specific cores 2017-02-15 19:17:53 +00:00
priseborough 7ea37029b6 AP_NavEKF2: use standard unit descriptor for milliseconds 2017-01-27 16:57:42 +09:00
Dr.-Ing. Amilcar Do Carmo Lucas 715d094678 AP_NavEKF2: Correct display names, bitmask and units 2017-01-16 19:07:26 +00:00
Dr.-Ing. Amilcar Do Carmo Lucas 9389ec2274 AP_NavEKF2: fix parameter descriptions 2017-01-09 13:30:30 +09:00
Dr.-Ing. Amilcar Do Carmo Lucas d408d25f92 More spelling stuff 2017-01-06 10:57:39 -08:00
Dr.-Ing. Amilcar Do Carmo Lucas 8419045aea Spell in comments 2017-01-06 10:57:39 -08:00
priseborough 76106889d5 AP_NavEKF2: Prevent unwanted core switch on startup
Require primary core to be healthy for 10 seconds before starting selection logic
2016-12-13 01:18:28 +00:00
priseborough 14a0155f5e AP_NavEKF2: Allow threshold speed for range finder use to be adjusted 2016-12-09 21:17:28 +00:00
priseborough 665ba1c009 AP_NavEKF2: Fix bug in reporting of vertical position reset
Fixes a bug that allows the last reported reset time to to wind back and an out of date reset delta to be reported if a switch to a core that has previously been reset occurs.
Allows multiple consumers provided they access on the same frame.
2016-12-01 10:35:38 +09:00
priseborough 7f347e39dd AP_NavEKF2: Fix bug in reporting of horizontal position reset
Fixes a bug that allows the last reported reset time to to wind back and an out of date reset delta to be reported if a switch to a core that has previously been reset occurs.
Allows multiple consumers provided they access on the same frame.
2016-12-01 10:35:38 +09:00
priseborough 656d9bb2c4 AP_NavEKF2: Fix bug in reporting of yaw reset
Fixes a bug that allows the last reported reset time to to wind back and an out of date reset delta to be reported if a switch to a core that has previously been reset occurs.
Allows multiple consumers provided they access on the same frame
2016-12-01 10:35:38 +09:00
Randy Mackay 66a9093cd0 AP_NavEKF2: getRangeBeaconDebug returns false on failure to get beacon data 2016-11-30 17:56:51 +09:00
priseborough ef03a85cd3 AP_NavEKF2: add range beacon interface and fusion method 2016-11-30 17:56:43 +09:00
priseborough 0a177d04fd AP_NavEKF2: Simply core switch implementation
Functionally equivalent
2016-11-24 19:58:10 +09:00
priseborough 0df45703f1 AP_NavEKF2: Fix errors in position reset delta publishing 2016-11-24 19:57:47 +09:00
priseborough f6021c959d AP_NavEKF2: capture and publish vertical position reset deltas
Calculate the change in vertical position due to a internal EKF state reset or a EKF core switch
2016-11-24 19:57:45 +09:00
priseborough e62863f9a1 AP_NavEKF2: Reduce unnecessary EKF core switching
1) Do not switch to a core until its states have been updated.
2) Distinguish between mandated switches required for health failure and optional switches required due to innovation checks failing.
3) Apply hyseresis to innovation check levels
2016-11-24 19:57:41 +09:00
Andrew Tridgell 82365f8670 AP_NavEKF2: save some memory in the position offsets in EKF2
we don't need to copy that vector3f for every sample. A uint8_t does
the job
2016-10-27 17:09:06 +11:00
priseborough fd905c23e1 AP_NavEKF2: Add body position offset to optical flow interface 2016-10-27 14:54:42 +11:00
Mathieu OTHACEHE 152edf7189 Global: remove mode line from headers
Using a global .dir-locals.el file is a better alternative than
reincluding the same emacs header in every file of the project.
2016-10-24 09:42:01 -02:00
priseborough e0b8c54194 AP_NavEKF: Update GPS type parameter description 2016-10-10 14:49:18 +09:00
priseborough ab55991b33 AP_NavEKF2: Report position jumps due to lane switches
Also moves code required to update reset data due to lane switches into separate functionscto improve readability.
2016-10-10 11:56:14 +09:00
Francisco Ferreira 42cd8e9721 AP_NavEKF2: Handle yaw jumps due to core switches
Based on work from Paul Riseborough (priseborough)
2016-09-25 18:24:11 -07:00
Francisco Ferreira 8da22e441b Revert 3 commits about yaw reset core switch
Revert "AP_NavEKF2: Fix bug in published yaw reset value found during code review"
commit 175faf1e41.

Revert "AP_NavEKF2: use a struct for all yaw step class variables"
commit 77fad065d1.

Partially revert "AP_NavEKF2: Handle yaw jumps due to core switches"
commit 885bfd1b4e.
2016-09-25 18:24:11 -07:00
priseborough cb1d3c7ed2 AP_NavEKF2: Allow for terrain gradient when using range finder for height 2016-09-13 17:45:03 +09:00
priseborough 175faf1e41 AP_NavEKF2: Fix bug in published yaw reset value found during code review 2016-09-13 17:35:18 +09:00
priseborough 77fad065d1 AP_NavEKF2: use a struct for all yaw step class variables 2016-09-13 17:35:16 +09:00
priseborough 885bfd1b4e AP_NavEKF2: Handle yaw jumps due to core switches 2016-09-13 17:35:14 +09:00
Andrew Tridgell dd812cfc0c AP_NavEKF2: added getPrimaryCoreIMUIndex()
needed for correct AHRS gyro estimate
2016-09-05 12:53:53 +10:00
priseborough e6f36f04db AP_NavEKF2: Enable automatic use of range finder height
The EK2_RNG_USE_HGT parameter sets the height (expressed as a percentage of the maximum range of the range finder as set by the RNGFND_MAX_CM parameter) below which the range finder will be used as the primary height source when the vehicle is moving slowly.

When using a height reference other than GPS, the height datum can drift due to air pressure changes if using baro, or due to terrain height changes if using range finder as the primary height source. To ensure that a consistent height datum is available when switching between altitude sources, the WGS-84 height estimate of the EKF's local positi norigin is updated using a
single state Bayes estimator,

If rngfinder or gps height data is lost whilst being used, there will be a fall-back to baro data.
2016-08-08 10:56:44 +09:00
priseborough 230ba2700f AP_NavEKF2: fix documentation errors 2016-07-19 12:16:50 +10:00
priseborough b1717649b1 AP_NavEKF2: remove combined NED local position interface 2016-07-19 12:16:49 +10:00
priseborough e374ec634d AP_NavEKF2: Add separate horizontal/vertical local position interfaces 2016-07-19 12:16:49 +10:00
priseborough e6592186fc AP_NavEKF2: Tuning update
Slow down magnetic field learning
2016-07-10 08:21:18 +10:00
priseborough a49c16d63c AP_NavEKF2: Update output filter tuning
Updated tuning to take advantage of corrected time delta dtEkfAvg
2016-07-09 15:57:36 +10:00
priseborough 927186339c AP_NavEKF2: Improved output predictor tracking
Implement a PI feedback controller for velocity and position state tracking
2016-07-09 15:57:35 +10:00
priseborough 14bb4f4574 AP_NavEKF2: Publish output observer tracking errors 2016-07-09 15:57:35 +10:00
priseborough fa435d0323 AP_NavEKF2: Allow for faster accel bias change in-flight
Fixes a problem observed in a flight log where rapid temperature change caused the accel bias to change faster than the EKF could keep up.
This allows the bias to be learned faster but with acceptable level of noise in the estimate
2016-07-09 15:57:35 +10:00
priseborough 118d5b88b2 AP_NavEKF2: Clean up output observer and reduce pos vel time constant
Previous Time constant was too large leading to poor tracking of EKF states in the presence of bad quality IMU data.
2016-07-09 15:57:35 +10:00
Paul Riseborough e117bedf6a AP_NavEKF2: Adjust output observer tuning
Use more accurate method by default.
Reduce overshoot on quaternion tracking
2016-06-28 14:20:13 +10:00
Paul Riseborough 165335b9e3 AP_NavEKF2: Improve ability to tune magnetic field learning
Allow different process noise to be set for body (sensor bias) and earth field states.
This allows a stable magnetometer bias estimate to be available at end of flight whilst still allowing for external magnetic anomalies during landing.
Adjust default values to give stable mag bias learning and fast learning of external anomalies.
2016-06-28 14:20:12 +10:00
Paul Riseborough 6523481c76 AP_NavEKF2: Improve tracking accuracy of output predictor
Automatically use the highest gain consistent with a 5% overshoot to minimise RMS tracking errors.
Provide an alternative correction method for the position and velocity states that allows the user to specify the time-constant. This can be used to fine tune the output observer for for platform specific sensor errors and control loop sensitivity estimation noise.
2016-06-28 14:20:12 +10:00
Paul Riseborough 1400dc9d02 AP_NavEKF2: Add tuning parameters for magentic yaw fusion
Enable simple magnetic yaw fusion observation noise and innovation consistency check gate width to be tuned independantly.
2016-06-28 14:20:12 +10:00
Paul Riseborough 262c5fe56d AP_NavEKF2: Make setter loop through all instances
For setters where a success boolean is returned, return false if any instance fails.
2016-06-28 14:20:11 +10:00
Jonathan Challinger 8baf064317 AP_NavEKF2: setTakeoffExpected and setTouchdownExpected loop through instances 2016-06-28 14:20:11 +10:00
Paul Riseborough da0622827d AP_NavEKF: update tuning defaults
Increase speed of scale factor learning
2016-05-27 09:00:40 +10:00
Paul Riseborough 9eef97d108 AP_NavEKF2: use consistent parameter naming
M_NSE is a measurement noise
P_NSE is a observation noise
I_GATE is an innovation gate

This also ensures the new parameter values required to use the EKF2 will be enforced.
2016-05-25 12:06:04 +10:00
Paul Riseborough a3b78e6231 AP_NavEKF2: update tuning defaults 2016-05-21 15:13:51 +10:00
Paul Riseborough 71b589c89c AP_NavEKF2: extend fusion fault reporting coverage 2016-05-21 15:13:50 +10:00
Paul Riseborough 0982bd0b2b AP_NavEKF2: update parameter documentation 2016-05-21 15:13:50 +10:00
Paul Riseborough 46a2993a0d AP_NavEKF: use intuitive units for imu bias process noise parameters 2016-05-21 15:13:50 +10:00
Tom Pittenger d67b1edf10 AP_NavEKF2: (potential) compiler warning of float to double promotion 2016-05-17 20:30:51 -07:00
Ricardo de Almeida Gonzaga 64d14356b9 AP_NavEKF2: Fix typos 2016-05-13 19:20:06 -03:00
Andrew Tridgell ea508f1b80 AP_NavEKF2: use LOG_REPLAY and EK2_LOG_MASK parameters 2016-05-09 12:26:57 +10:00
Andrew Tridgell 32af886ba9 AP_NavEKF2: use consistent logging timestamps for sensors 2016-05-07 18:27:22 +10:00
Andrew Tridgell b7ba0fa458 AP_NavEKF2: added ad-hoc logging example to EKF2 2016-05-07 18:27:20 +10:00
Andrew Tridgell 223c512188 AP_NavEKF2: added logging of sensor data in EKF2 2016-05-07 18:27:18 +10:00
Andrew Tridgell f92279f436 AP_NavEKF2: allow logging of IMT data from inside EKF2 2016-05-07 18:27:17 +10:00
Jonathan Challinger 97112ccd44 AP_NavEKF2: check mag instance id when returning mag offsets 2016-04-21 09:51:41 +10:00
Paul Riseborough 7e05646316 AP_NavEKF2: Improvements to non-GPS performance
Change to user adjustable fusion of constant position (as per legacy EKF) instead of constant velocity.
Enable user to specify use of 3-axis magnetometer fusion when operating without aiding.
Don't allow gyro scale factor learning without external aiding data as it can be unreliable
2016-02-18 08:53:41 +09:00
Paul Riseborough 287ebe8e6a AP_NavEKF2: Fix bug in application of sensor bias corrections
Sensor bias corrections were being applied to the incoming IMU data using the wrong delta time.
This was what was driving the different tuning between plane and copter for gyro bias process noise so the same gyro bias process noise default tuning value can now be used for all platform types.
Sensor bias corrections were being applied a a second time to the output observer inertial data.
2016-01-13 08:05:39 +11:00
Paul Riseborough 20923da23a AP_NavEKF2: Allow tuning of non-GPS mode
Eliminate the use of horizontal position states during non-aiding operation to make it easier to tune.
Explicitly set the horizontal position associated Kalman gains to zero and the coresponding covariance entries to zero after avery fusion operation.
Make the horizontal velocity observation noise used during non-aiding operation adjustable.
Use a fixed value of velocity noise during initial alignment so that the flight peformance can be tuned without affecting the initial alignment.
2016-01-13 08:05:39 +11:00
Andrew Tridgell c34626ec4e AP_NavEKF2: automatically cut back EK2_IMU_MASK to suit number of IMUs 2016-01-05 16:40:43 +11:00
Andrew Tridgell 0831661b3c AP_NavEKF2: mark EK2_ENABLE as an ENABLE parameter 2016-01-04 11:14:42 +11:00
Don Gagne 8573245963 AP_NavEKF2: fix invalid Range meta data 2015-12-27 16:10:44 +11:00
Siddharth Bharat Purohit b3c8dcee34 AP_NavEKF2: measurement buffer refactor 2015-11-23 19:34:50 +11:00
Paul Riseborough ff2782b790 AP_NavEKF2: Parameter changes to reduce noise on gyro bias estimates 2015-11-18 20:17:03 +09:00
Paul Riseborough 2fb5a4489b AP_NavEKF2: Prevent airspeed faults from causing excessive loss of accuracy 2015-11-18 11:39:54 +11:00
Paul Riseborough fc6978e4d9 AP_NavEKF2: Fix error in parameter documentations 2015-11-18 11:39:54 +11:00
Paul Riseborough f9cadaf15c AP_NavEKF2: Increase resolution of innovation consistency gate parameters
Also adds protection against setting the gate to a number that would casue numerical errors.
2015-11-18 11:39:53 +11:00
Paul Riseborough c9eea98142 AP_NavEKF2: Improve terrain height estimation
The ad-hoc scaling of error growth has been replaced with a consistent method that uses the main nav filters published vertical velocity uncertainty and the terrain gradient assumption.
2015-11-18 11:18:46 +11:00
Paul Riseborough 80bc64ee7a AP_NavEKF2: Update parameter documentation with GPS height source option 2015-11-18 11:18:18 +11:00
Paul Riseborough e8706db382 AP_NavEKF2: Update IMU tuning parameter limits 2015-11-16 09:05:42 +11:00
Paul Riseborough 0562529729 AP_NavEKF2: Tuning changes to make attitude less sensitive to GPS and compass errors 2015-11-16 09:05:42 +11:00
Paul Riseborough 6522fb2621 AP_NavEKF2: Allow user to relax pre-flight GPS checks 2015-11-12 20:39:15 +11:00
Paul Riseborough 0b653bb82b AP_NavEKF2: Update MAVLnk parameter documentation 2015-11-11 15:16:36 +11:00
Paul Riseborough ca31ced2b4 AP_NavEKF2: Fix bug preventing use of optical flow with multiple IMU's 2015-11-10 18:17:16 +11:00
Paul Riseborough 577670ccee AP_NavEKF2: Reduce memory required by 6KB when running at 400Hz
Down-sample the IMU and output observer state data to 100Hz for storage in the buffer.
This reduces storage requirements for Copter by 75% or 6KB
It does not affect memory required by plane which already uses short buffers due to its 50Hz execution rate.
This means that the EKF filter operations operate at a maximum rate of 100Hz.
The output observer continues to operate at 400Hz and coning and sculling corrections are applied during the down-sampling so there is no loss of accuracy.
2015-11-10 15:51:18 +11:00
Paul Riseborough e33aa7898a AP_NavEKF2: Prevent return of uninitialised variable 2015-11-09 22:30:38 +11:00