Files
PX4-Autopilot/src/modules/ekf2/EKF/gps_fusion.cpp
T
Daniel Agar b7e0f17c6a ekf2: minor position/velocity reset cleanup
- try to use avoid resetVelocity() call where possible
 - reset timeouts centrally
2022-03-08 11:16:35 -05:00

78 lines
3.4 KiB
C++

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/**
* @file gps_fusion.cpp
* Function for fusing gps measurements
*/
/* #include <mathlib/mathlib.h> */
#include "ekf.h"
void Ekf::fuseGpsVelPos()
{
Vector3f gps_pos_obs_var;
const float lower_limit = fmaxf(_params.gps_pos_noise, 0.01f);
if (isOtherSourceOfHorizontalAidingThan(_control_status.flags.gps)) {
// if we are using other sources of aiding, then relax the upper observation
// noise limit which prevents bad GPS perturbing the position estimate
gps_pos_obs_var(0) = gps_pos_obs_var(1) = sq(fmaxf(_gps_sample_delayed.hacc, lower_limit));
} else {
// if we are not using another source of aiding, then we are reliant on the GPS
// observations to constrain attitude errors and must limit the observation noise value.
float upper_limit = fmaxf(_params.pos_noaid_noise, lower_limit);
gps_pos_obs_var(0) = gps_pos_obs_var(1) = sq(math::constrain(_gps_sample_delayed.hacc, lower_limit, upper_limit));
}
const float vel_var = sq(_gps_sample_delayed.sacc);
const Vector3f gps_vel_obs_var{vel_var, vel_var, vel_var * sq(1.5f)};
// calculate innovations
_gps_vel_innov = _state.vel - _gps_sample_delayed.vel;
_gps_pos_innov.xy() = Vector2f(_state.pos) - _gps_sample_delayed.pos;
// set innovation gate size
const float pos_innov_gate = fmaxf(_params.gps_pos_innov_gate, 1.f);
const float vel_innov_gate = fmaxf(_params.gps_vel_innov_gate, 1.f);
// fuse GPS measurement
fuseHorizontalVelocity(_gps_vel_innov, vel_innov_gate, gps_vel_obs_var, _gps_vel_innov_var, _gps_vel_test_ratio);
fuseVerticalVelocity(_gps_vel_innov, vel_innov_gate, gps_vel_obs_var, _gps_vel_innov_var, _gps_vel_test_ratio);
fuseHorizontalPosition(_gps_pos_innov, pos_innov_gate, gps_pos_obs_var, _gps_pos_innov_var, _gps_pos_test_ratio);
}