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
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Daniel Agar 2022-11-15 13:20:54 -05:00 committed by GitHub
parent 2e918eba00
commit da82757bf6
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4 changed files with 95 additions and 46 deletions

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@ -47,6 +47,7 @@ void Ekf::controlFusionModes()
{
// Store the status to enable change detection
_control_status_prev.value = _control_status.value;
_state_reset_count_prev = _state_reset_status.reset_count;
if (_system_flag_buffer) {
systemFlagUpdate system_flags_delayed;

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@ -335,43 +335,43 @@ public:
const auto &state_reset_status() const { return _state_reset_status; }
// return the amount the local vertical position changed in the last reset and the number of reset events
uint8_t get_posD_reset_count() const { return _state_reset_status.posD_counter; }
uint8_t get_posD_reset_count() const { return _state_reset_status.reset_count.posD; }
void get_posD_reset(float *delta, uint8_t *counter) const
{
*delta = _state_reset_status.posD_change;
*counter = _state_reset_status.posD_counter;
*counter = _state_reset_status.reset_count.posD;
}
// return the amount the local vertical velocity changed in the last reset and the number of reset events
uint8_t get_velD_reset_count() const { return _state_reset_status.velD_counter; }
uint8_t get_velD_reset_count() const { return _state_reset_status.reset_count.velD; }
void get_velD_reset(float *delta, uint8_t *counter) const
{
*delta = _state_reset_status.velD_change;
*counter = _state_reset_status.velD_counter;
*counter = _state_reset_status.reset_count.velD;
}
// return the amount the local horizontal position changed in the last reset and the number of reset events
uint8_t get_posNE_reset_count() const { return _state_reset_status.posNE_counter; }
uint8_t get_posNE_reset_count() const { return _state_reset_status.reset_count.posNE; }
void get_posNE_reset(float delta[2], uint8_t *counter) const
{
_state_reset_status.posNE_change.copyTo(delta);
*counter = _state_reset_status.posNE_counter;
*counter = _state_reset_status.reset_count.posNE;
}
// return the amount the local horizontal velocity changed in the last reset and the number of reset events
uint8_t get_velNE_reset_count() const { return _state_reset_status.velNE_counter; }
uint8_t get_velNE_reset_count() const { return _state_reset_status.reset_count.velNE; }
void get_velNE_reset(float delta[2], uint8_t *counter) const
{
_state_reset_status.velNE_change.copyTo(delta);
*counter = _state_reset_status.velNE_counter;
*counter = _state_reset_status.reset_count.velNE;
}
// return the amount the quaternion has changed in the last reset and the number of reset events
uint8_t get_quat_reset_count() const { return _state_reset_status.quat_counter; }
uint8_t get_quat_reset_count() const { return _state_reset_status.reset_count.quat; }
void get_quat_reset(float delta_quat[4], uint8_t *counter) const
{
_state_reset_status.quat_change.copyTo(delta_quat);
*counter = _state_reset_status.quat_counter;
*counter = _state_reset_status.reset_count.quat;
}
// get EKF innovation consistency check status information comprising of:
@ -451,18 +451,27 @@ private:
void updateHorizontalDeadReckoningstatus();
void updateVerticalDeadReckoningStatus();
struct {
uint8_t velNE_counter; ///< number of horizontal position reset events (allow to wrap if count exceeds 255)
uint8_t velD_counter; ///< number of vertical velocity reset events (allow to wrap if count exceeds 255)
uint8_t posNE_counter; ///< number of horizontal position reset events (allow to wrap if count exceeds 255)
uint8_t posD_counter; ///< number of vertical position reset events (allow to wrap if count exceeds 255)
uint8_t quat_counter; ///< number of quaternion reset events (allow to wrap if count exceeds 255)
struct StateResetCounts
{
uint8_t velNE{0}; ///< number of horizontal position reset events (allow to wrap if count exceeds 255)
uint8_t velD{0}; ///< number of vertical velocity reset events (allow to wrap if count exceeds 255)
uint8_t posNE{0}; ///< number of horizontal position reset events (allow to wrap if count exceeds 255)
uint8_t posD{0}; ///< number of vertical position reset events (allow to wrap if count exceeds 255)
uint8_t quat{0}; ///< number of quaternion reset events (allow to wrap if count exceeds 255)
};
struct StateResets {
Vector2f velNE_change; ///< North East velocity change due to last reset (m)
float velD_change; ///< Down velocity change due to last reset (m/sec)
Vector2f posNE_change; ///< North, East position change due to last reset (m)
float posD_change; ///< Down position change due to last reset (m)
Quatf quat_change; ///< quaternion delta due to last reset - multiply pre-reset quaternion by this to get post-reset quaternion
} _state_reset_status{}; ///< reset event monitoring structure containing velocity, position, height and yaw reset information
StateResetCounts reset_count{};
};
StateResets _state_reset_status{}; ///< reset event monitoring structure containing velocity, position, height and yaw reset information
StateResetCounts _state_reset_count_prev{};
Vector3f _ang_rate_delayed_raw{}; ///< uncorrected angular rate vector at fusion time horizon (rad/sec)

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@ -77,8 +77,16 @@ void Ekf::resetHorizontalVelocityTo(const Vector2f &new_horz_vel, const Vector2f
_output_new.vel.xy() += delta_horz_vel;
_state_reset_status.velNE_change = delta_horz_vel;
_state_reset_status.velNE_counter++;
// record the state change
if (_state_reset_status.reset_count.velNE == _state_reset_count_prev.velNE) {
_state_reset_status.velNE_change = delta_horz_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velNE_change += delta_horz_vel;
}
_state_reset_status.reset_count.velNE++;
// Reset the timout timer
_time_last_hor_vel_fuse = _imu_sample_delayed.time_us;
@ -101,8 +109,16 @@ void Ekf::resetVerticalVelocityTo(float new_vert_vel, float new_vert_vel_var)
_output_new.vel(2) += delta_vert_vel;
_output_vert_new.vert_vel += delta_vert_vel;
_state_reset_status.velD_change = delta_vert_vel;
_state_reset_status.velD_counter++;
// record the state change
if (_state_reset_status.reset_count.velD == _state_reset_count_prev.velD) {
_state_reset_status.velD_change = delta_vert_vel;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.velD_change += delta_vert_vel;
}
_state_reset_status.reset_count.velD++;
// Reset the timout timer
_time_last_ver_vel_fuse = _imu_sample_delayed.time_us;
@ -151,8 +167,16 @@ void Ekf::resetHorizontalPositionTo(const Vector2f &new_horz_pos, const Vector2f
_output_new.pos.xy() += delta_horz_pos;
_state_reset_status.posNE_change = delta_horz_pos;
_state_reset_status.posNE_counter++;
// record the state change
if (_state_reset_status.reset_count.posNE == _state_reset_count_prev.posNE) {
_state_reset_status.posNE_change = delta_horz_pos;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posNE_change += delta_horz_pos;
}
_state_reset_status.reset_count.posNE++;
// Reset the timout timer
_time_last_hor_pos_fuse = _imu_sample_delayed.time_us;
@ -180,27 +204,36 @@ void Ekf::resetVerticalPositionTo(const float new_vert_pos, float new_vert_pos_v
P.uncorrelateCovarianceSetVariance<1>(9, math::max(sq(0.01f), new_vert_pos_var));
}
// store the reset amount and time to be published
_state_reset_status.posD_change = new_vert_pos - old_vert_pos;
_state_reset_status.posD_counter++;
const float delta_z = new_vert_pos - old_vert_pos;
// apply the change in height / height rate to our newest height / height rate estimate
// which have already been taken out from the output buffer
_output_new.pos(2) += _state_reset_status.posD_change;
_output_new.pos(2) += delta_z;
// add the reset amount to the output observer buffered data
for (uint8_t i = 0; i < _output_buffer.get_length(); i++) {
_output_buffer[i].pos(2) += _state_reset_status.posD_change;
_output_vert_buffer[i].vert_vel_integ += _state_reset_status.posD_change;
_output_buffer[i].pos(2) += delta_z;
_output_vert_buffer[i].vert_vel_integ += delta_z;
}
// add the reset amount to the output observer vertical position state
_output_vert_new.vert_vel_integ = _state.pos(2);
_baro_b_est.setBias(_baro_b_est.getBias() + _state_reset_status.posD_change);
_ev_hgt_b_est.setBias(_ev_hgt_b_est.getBias() - _state_reset_status.posD_change);
_gps_hgt_b_est.setBias(_gps_hgt_b_est.getBias() + _state_reset_status.posD_change);
_rng_hgt_b_est.setBias(_rng_hgt_b_est.getBias() + _state_reset_status.posD_change);
// record the state change
if (_state_reset_status.reset_count.posD == _state_reset_count_prev.posD) {
_state_reset_status.posD_change = delta_z;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.posD_change += delta_z;
}
_state_reset_status.reset_count.posD++;
_baro_b_est.setBias(_baro_b_est.getBias() + delta_z);
_ev_hgt_b_est.setBias(_ev_hgt_b_est.getBias() - delta_z);
_gps_hgt_b_est.setBias(_gps_hgt_b_est.getBias() + delta_z);
_rng_hgt_b_est.setBias(_rng_hgt_b_est.getBias() + delta_z);
// Reset the timout timer
_time_last_hgt_fuse = _imu_sample_delayed.time_us;
@ -1384,9 +1417,6 @@ void Ekf::resetQuatStateYaw(float yaw, float yaw_variance)
_state.quat_nominal = quat_after_reset;
uncorrelateQuatFromOtherStates();
// record the state change
_state_reset_status.quat_change = q_error;
// update the yaw angle variance
if (yaw_variance > FLT_EPSILON) {
increaseQuatYawErrVariance(yaw_variance);
@ -1394,17 +1424,26 @@ void Ekf::resetQuatStateYaw(float yaw, float yaw_variance)
// add the reset amount to the output observer buffered data
for (uint8_t i = 0; i < _output_buffer.get_length(); i++) {
_output_buffer[i].quat_nominal = _state_reset_status.quat_change * _output_buffer[i].quat_nominal;
_output_buffer[i].quat_nominal = q_error * _output_buffer[i].quat_nominal;
}
// apply the change in attitude quaternion to our newest quaternion estimate
// which was already taken out from the output buffer
_output_new.quat_nominal = _state_reset_status.quat_change * _output_new.quat_nominal;
_output_new.quat_nominal = q_error * _output_new.quat_nominal;
// record the state change
if (_state_reset_status.reset_count.quat == _state_reset_count_prev.quat) {
_state_reset_status.quat_change = q_error;
} else {
// there's already a reset this update, accumulate total delta
_state_reset_status.quat_change = q_error * _state_reset_status.quat_change;
_state_reset_status.quat_change.normalize();
}
_state_reset_status.reset_count.quat++;
_last_static_yaw = NAN;
// capture the reset event
_state_reset_status.quat_counter++;
}
// Resets the main Nav EKf yaw to the estimator from the EKF-GSF yaw estimator

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@ -1340,11 +1340,11 @@ void EKF2::PublishStatus(const hrt_abstime &timestamp)
_ekf.get_ekf_soln_status(&status.solution_status_flags);
// reset counters
status.reset_count_vel_ne = _ekf.state_reset_status().velNE_counter;
status.reset_count_vel_d = _ekf.state_reset_status().velD_counter;
status.reset_count_pos_ne = _ekf.state_reset_status().posNE_counter;
status.reset_count_pod_d = _ekf.state_reset_status().posD_counter;
status.reset_count_quat = _ekf.state_reset_status().quat_counter;
status.reset_count_vel_ne = _ekf.state_reset_status().reset_count.velNE;
status.reset_count_vel_d = _ekf.state_reset_status().reset_count.velD;
status.reset_count_pos_ne = _ekf.state_reset_status().reset_count.posNE;
status.reset_count_pod_d = _ekf.state_reset_status().reset_count.posD;
status.reset_count_quat = _ekf.state_reset_status().reset_count.quat;
status.time_slip = _last_time_slip_us * 1e-6f;