EKF: Initialise alignment noise filters using valid data

Don't initialise the states for the alignment data noise filters until the buffers have been flushed
This commit is contained in:
Paul Riseborough 2016-05-28 09:04:26 +10:00
parent 35bb6cc6e9
commit 70c40d695d
1 changed files with 18 additions and 9 deletions

View File

@ -400,14 +400,17 @@ bool Ekf::initialiseFilter(void)
// Sum the magnetometer measurements
if (_mag_buffer.pop_first_older_than(_imu_sample_delayed.time_us, &_mag_sample_delayed)) {
if (_mag_counter == 0 && _mag_sample_delayed.time_us !=0) {
// initialise the filter states and counter when we start getting valid data from the buffer
_mag_filt_state = _mag_sample_delayed.mag;
// initialise the counter when we start getting data from the buffer
_mag_counter = 1;
} else if (_mag_counter != 0) {
// increment the sample count and apply a LPF to the measurement
_mag_counter ++;
// don't start using data until we can be certain all bad initial data has been flushed
if (_mag_counter > OBS_BUFFER_LENGTH) {
if (_mag_counter == OBS_BUFFER_LENGTH+1) {
// initialise filter states
_mag_filt_state = _mag_sample_delayed.mag;
} else if (_mag_counter > OBS_BUFFER_LENGTH+1) {
// noise filter the data
_mag_filt_state = _mag_filt_state * 0.9f + _mag_sample_delayed.mag * 0.1f;
}
}
@ -440,18 +443,21 @@ bool Ekf::initialiseFilter(void)
if (_primary_hgt_source == VDIST_SENSOR_RANGE) {
if (_range_buffer.pop_first_older_than(_imu_sample_delayed.time_us, &_range_sample_delayed)) {
if (_hgt_counter == 0 && _range_sample_delayed.time_us != 0) {
// initialise the filter states and counter when we start getting valid data from the buffer
// initialise the counter height fusion method when we start getting data from the buffer
_control_status.flags.baro_hgt = false;
_control_status.flags.gps_hgt = false;
_control_status.flags.rng_hgt = true;
_control_status.flags.ev_hgt = false;
_rng_filt_state = _range_sample_delayed.rng;
_hgt_counter = 1;
} else if (_hgt_counter != 0) {
// increment the sample count and apply a LPF to the measurement
_hgt_counter ++;
// don't start using data until we can be certain all bad initial data has been flushed
if (_hgt_counter > OBS_BUFFER_LENGTH) {
if (_hgt_counter == OBS_BUFFER_LENGTH+1) {
// initialise filter states
_rng_filt_state = _range_sample_delayed.rng;
} else if (_hgt_counter > OBS_BUFFER_LENGTH+1) {
// noise filter the data
_rng_filt_state = 0.9f * _rng_filt_state + 0.1f * _range_sample_delayed.rng;
}
}
@ -462,17 +468,20 @@ bool Ekf::initialiseFilter(void)
// later when it passes checks.
if (_baro_buffer.pop_first_older_than(_imu_sample_delayed.time_us, &_baro_sample_delayed)) {
if (_hgt_counter == 0 && _baro_sample_delayed.time_us != 0) {
// initialise the filter states and counter when we start getting valid data from the buffer
// initialise the counter and height fusion method when we start getting data from the buffer
_control_status.flags.baro_hgt = true;
_control_status.flags.gps_hgt = false;
_control_status.flags.rng_hgt = false;
_baro_hgt_offset = _baro_sample_delayed.hgt;
_hgt_counter = 1;
} else if (_hgt_counter != 0) {
// increment the sample count and apply a LPF to the measurement
_hgt_counter ++;
// don't start using data until we can be certain all bad initial data has been flushed
if (_hgt_counter > OBS_BUFFER_LENGTH) {
if (_hgt_counter == OBS_BUFFER_LENGTH+1) {
// initialise filter states
_baro_hgt_offset = _baro_sample_delayed.hgt;
} else if (_hgt_counter > OBS_BUFFER_LENGTH+1) {
// noise filter the data
_baro_hgt_offset = 0.9f * _baro_hgt_offset + 0.1f * _baro_sample_delayed.hgt;
}
}