Paul Riseborough
fd109b00ab
EKF: replace in-line code with existing function
9 years ago
Paul Riseborough
727a43764f
EKF: update initial angle alignment check
9 years ago
Paul Riseborough
bc34b14779
EKF: Initialise height state variance to a value compatible with the measurement
...
A large height state variance and small measurement variance can destabilise the filter in the first few seconds after alignment
9 years ago
Paul Riseborough
29a361d3a3
EKF: Use intuitive units for gyro and accel bias process noise
...
This also makes the tuning less sensitive to changes in the EKF update rate.
9 years ago
Paul Riseborough
799865c934
EKF: update default tuning parameters
9 years ago
Paul Riseborough
f01f4ae4b1
EKF: tidy up mag declination fusion
9 years ago
Paul Riseborough
0d31aad33a
EKF: Fix bad limit on magnetometer noise parameter
9 years ago
Paul Riseborough
7069fb7a04
EKF: refresh auto code for mag fusion
9 years ago
Paul Riseborough
ffea65e1a4
EKF: fix bug in state prediction
9 years ago
Paul Riseborough
63f093a10a
EKF: Update upper limits for state variances
...
This limiting is a last resort measure and the limiting for normal operation should be achieved by modification in the covariance prediction
9 years ago
Paul Riseborough
26a51c667d
EKF: Improve robustness to initial gyro bias errors
...
Allows for ~6 deg/sec of startup bias
9 years ago
Paul Riseborough
7530e30012
EKF: Improve IMU data collection
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Use IMU driver published delta angle integration time to determine when enough data has been accumulated.
Perform basic first order sculling corrections on delta velocity data
Comment steps to make make method clearer
9 years ago
Paul Riseborough
f23f0b1035
EKF: fix bugs in stationary process model covariance prediction
...
Noise variance for stationary states was being overwritten by the covariance prediction operations for the kinematic states
Unwanted states could end up with non-zero covariance values
The forced symmetry operation was being applied too late to be effective
9 years ago
Paul Riseborough
a373ada858
EKF: explicitly define floating point type in hardcoded constants
9 years ago
Paul Riseborough
f4e84a2234
EKF: fix axis label error in comments
9 years ago
Paul Riseborough
82da832816
EKF: tidy up Kalman gain calculations
...
Inhibiting of states is controlled via zeroing rows and columns in the covariance prediction so conditional logic in gain calculations is unnecessary.
9 years ago
Paul Riseborough
311d046a26
EKF: Enable optional activation of XY delta velocity bias estimation
9 years ago
Paul Riseborough
572c2280bd
EKF: tidy up covariance prediction
9 years ago
Paul Riseborough
54e713969d
EKF: Fix rebase error
9 years ago
Paul Riseborough
67d23948b5
EKF: preliminary re-tune
9 years ago
Paul Riseborough
03c35266ef
EKF: remove unused parameter
9 years ago
Paul Riseborough
fe9f88a8b4
EKF: test new derivation
...
Use direct attitude parameterisation
Discard scale factors
Add accel bias
9 years ago
Daniel Agar
22d18d638c
enable Wshadow
9 years ago
Beat Küng
f2dda3c183
ekf: initialize _terrain_var, fixes access to uninitialized value
...
in PX4 Firmware, Ekf::get_terrain_vert_pos depends on it. This is the
valgrind output:
==15439== Thread 14 ekf2:
==15439== Conditional jump or move depends on uninitialised value(s)
==15439== at 0x5610087: sqrtf (in /usr/lib64/libm-2.22.so)
==15439== by 0x4D1AF0: Ekf::get_terrain_vert_pos(float*) (terrain_estimator.cpp:135)
==15439== by 0x46641F: Ekf2::task_main() (ekf2_main.cpp:655)
==15439== by 0x42BF3D: entry_adapter(void*) (px4_posix_tasks.cpp:103)
==15439== by 0x4E3C609: start_thread (in /usr/lib64/libpthread-2.22.so)
==15439== by 0x5BF7A4C: clone (in /usr/lib64/libc-2.22.so)
9 years ago
Roman
0c77ebf6bd
EKF: Reduce likelihood of bad covariance values after height resets
...
The cross terms (covariances) are now reset before the variance variance is set.
The vertical velocity state variance following a reset without GPS has been reduced.
9 years ago
Paul Riseborough
6c57bea1c3
EKF: fix bug in IMU error application timing patch
9 years ago
Paul Riseborough
15df20831a
EKF: improve output complementary filter tracking
...
Optimise for height tracking and adjust gains automatically with changes in time delay.
9 years ago
Paul Riseborough
4fa1e9c651
EKF: Fix timing errors in state prediction
...
IMU corrections were being applied at the wrong time horizon to the EKF states
IMU downsampling rotates the delta velocities into the orientation produced by the last delta angle, but this wasn't consistent with the way the state prediction was using the delta velocity data.
9 years ago
Julian Oes
f8a48f9cc5
ekf: now it should even compile for NuttX
9 years ago
Julian Oes
12f4d6f703
ekf: another stab at fixing isfinite for all
...
The previous solution did not work for Snapdragon, so I needed to copy
what is used in px4_defines.h.
9 years ago
Julian Oes
46e207106b
ekf: use `std::isfinite` instead of `isnan`
9 years ago
Paul Riseborough
4fcbfb5d42
EKF: correct error in comment
9 years ago
Paul Riseborough
3e81b86280
EKF: improve height reset logic
...
Don't use failed sensors unless necessary and handle case where not height sensor is available for reset
9 years ago
Paul Riseborough
874558d194
EKF: improve detection of bad vert accel data
...
Improve ability to detect if bad vertical accel data has caused loss of height accuracy by using historical data.
9 years ago
Paul Riseborough
469a7d1711
EKF: rework height reset
...
calculate and save the amount that the vertical states have changed and the time of the change
apply the change delta to the output observer states and buffer
9 years ago
Paul Riseborough
e3365525c2
EKF: rework height reset logic
9 years ago
Paul Riseborough
421703c267
EKF: rework initialisation of height state and offsets
9 years ago
Paul Riseborough
a7417657c3
EKF: ensure fusion timeout counters are reset when required
9 years ago
Paul Riseborough
10bf05e9a6
EKF: publish the vertical position offset
9 years ago
Paul Riseborough
0de15b1b20
EKF: Add variables to monitor vertical position and height offset
9 years ago
Paul Riseborough
62c6d40f1f
EKF: Add methods to ring buffer to access specific indices
9 years ago
Paul Riseborough
b295f9050c
EKF: ensure GPS check status is correctly initialised
9 years ago
Roman Bapst
6344fa0e8c
limit maximum rates of all measurement at which they are stored into the buffers
9 years ago
Roman Bapst
00c8821006
disable airspeed fusion for now. Needs more testing and implementation of side slip fusion
9 years ago
Paul Riseborough
2fa8a11a29
EKF: replace unnecessary memcopy
9 years ago
Roman Bapst
99fc61c27c
ekf2 airspeed fusion:
...
- finished logic for fusion
- fixed bug where previous control status was set in the wrong location
9 years ago
Paul Riseborough
82920da232
EKF: strengthen checking of local position status
...
provides immediate status reporting when dropping out of optical flow mode
9 years ago
Paul Riseborough
31bf342fc1
EKF: publish GPS check status
9 years ago
Paul Riseborough
6fa13c7806
EKF: publish control mode status
9 years ago
Roman Bapst
60abf07bee
added function to return accelerometer bias
9 years ago