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PX4-Autopilot/src/modules/ekf2/EKF/range_finder_consistency_check.cpp
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/**
* @file range_finder_consistency_check.cpp
*/
#include "range_finder_consistency_check.hpp"
void RangeFinderConsistencyCheck::update(float dist_bottom, float dist_bottom_var, float vz, float vz_var, uint64_t time_us)
{
const float dt = static_cast<float>(time_us - _time_last_update_us) * 1e-6f;
if ((_time_last_update_us == 0)
|| (dt < 0.001f) || (dt > 0.5f)) {
_time_last_update_us = time_us;
_dist_bottom_prev = dist_bottom;
return;
}
const float vel_bottom = (dist_bottom - _dist_bottom_prev) / dt;
_innov = -vel_bottom - vz; // vel_bottom is +up while vz is +down
const float var = 2.f * dist_bottom_var / (dt * dt); // Variance of the time derivative of a random variable: var(dz/dt) = 2*var(z) / dt^2
_innov_var = var + vz_var;
const float normalized_innov_sq = (_innov * _innov) / _innov_var;
_test_ratio = normalized_innov_sq / (_gate * _gate);
_signed_test_ratio_lpf.setParameters(dt, _signed_test_ratio_tau);
const float signed_test_ratio = matrix::sign(_innov) * _test_ratio;
_signed_test_ratio_lpf.update(signed_test_ratio);
updateConsistency(vz, time_us);
_time_last_update_us = time_us;
_dist_bottom_prev = dist_bottom;
}
void RangeFinderConsistencyCheck::updateConsistency(float vz, uint64_t time_us)
{
if (fabsf(_signed_test_ratio_lpf.getState()) >= 1.f) {
_is_kinematically_consistent = false;
_time_last_inconsistent_us = time_us;
} else {
if (fabsf(vz) > _min_vz_for_valid_consistency && _test_ratio < 1.f && ((time_us - _time_last_inconsistent_us) > _consistency_hyst_time_us)) {
_is_kinematically_consistent = true;
}
}
}