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Filter: Improve SlewLimiter oscillation detection
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@ -48,27 +48,71 @@ float SlewLimiter::modifier(float sample, float dt)
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const float slew_rate = slew_filter.apply((sample - last_sample) / dt, dt);
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last_sample = sample;
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// Rectify and apply a decaying envelope filter. The 10 in the
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// constrain limits the modifier to be between 0.1 and 1.0, so we
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uint32_t now_ms = AP_HAL::millis();
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const float decay_alpha = fminf(dt, slew_rate_tau) / slew_rate_tau;
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// store a series of positive slew rate exceedance events
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if (!_pos_event_stored && slew_rate > slew_rate_max) {
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if (_pos_event_index >= N_EVENTS) {
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_pos_event_index = 0;
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}
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_pos_event_ms[_pos_event_index] = now_ms;
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_pos_event_index++;
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_pos_event_stored = true;
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_neg_event_stored = false;
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}
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// store a series of negative slew rate exceedance events
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if (!_neg_event_stored && slew_rate < - slew_rate_max) {
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if (_neg_event_index >= N_EVENTS) {
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_neg_event_index = 0;
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}
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_neg_event_ms[_neg_event_index] = now_ms;
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_neg_event_index++;
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_neg_event_stored = true;
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_pos_event_stored = false;
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}
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// find the oldest event time
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uint32_t oldest_ms = now_ms;
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for (uint8_t index = 0; index < N_EVENTS; index++) {
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if (_pos_event_ms[index] < oldest_ms) {
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oldest_ms = _pos_event_ms[index];
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}
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if (_neg_event_ms[index] < oldest_ms) {
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oldest_ms = _neg_event_ms[index];
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}
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}
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// decay the peak positive and negative slew rate if they are outside the window
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// never drop PID gains below 10% of configured value
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// Do this separately for the positive and negative direction and use the smaller of
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// these to avoid single direction transients causing unwanted gain compression
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if (slew_rate > _max_pos_slew_rate) {
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_max_pos_slew_rate = fminf(slew_rate, 10.0f * slew_rate_max);
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} else {
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_max_pos_slew_rate *= (1.0f - fminf(dt, slew_rate_tau) / slew_rate_tau);
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_max_pos_slew_event_ms = now_ms;
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} else if (now_ms - _max_pos_slew_event_ms > WINDOW_MS) {
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_max_pos_slew_rate *= (1.0f - decay_alpha);
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}
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if (slew_rate < -_max_neg_slew_rate) {
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_max_neg_slew_rate = fminf(-slew_rate, 10.0f * slew_rate_max);
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} else {
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_max_neg_slew_rate *= (1.0f - fminf(dt, slew_rate_tau) / slew_rate_tau);
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_max_neg_slew_event_ms = now_ms;
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} else if (now_ms - _max_neg_slew_event_ms > WINDOW_MS) {
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_max_neg_slew_rate *= (1.0f - decay_alpha);
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}
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_oscillation_slew_rate = 0.5f*(_max_pos_slew_rate + _max_neg_slew_rate);
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// Apply a further reduction when the oldest exceedance event falls outside the window rewuired for the
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// specified number of exceedance events
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if (now_ms - oldest_ms > (N_EVENTS + 1) * WINDOW_MS) {
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const float oldest_time_from_window = 0.001f*(float)(now_ms - oldest_ms - (N_EVENTS + 1) * WINDOW_MS);
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_oscillation_slew_rate *= expf(-oldest_time_from_window / slew_rate_tau);
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}
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const float slew_rate_amplitude = fminf(_max_pos_slew_rate,_max_neg_slew_rate);
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// Calculate the gain adjustment
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float mod;
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if (slew_rate_amplitude > slew_rate_max) {
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mod = slew_rate_max / fmaxf(slew_rate_amplitude, slew_rate_max);
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if (_oscillation_slew_rate > slew_rate_max) {
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mod = slew_rate_max / fmaxf(_oscillation_slew_rate, slew_rate_max);
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} else {
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mod = 1.0f;
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}
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@ -8,6 +8,9 @@
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#include <stdint.h>
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#include "LowPassFilter.h"
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#define N_EVENTS 2 // number of positive and negative consecutive slew rate exceedance events recorded where a value of 2 corresponds to a complete cycle
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#define WINDOW_MS 250 // time in msec required for a half cycle of the slowest oscillation frequency expected
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class SlewLimiter {
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public:
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SlewLimiter(const float &slew_rate_max, const float &slew_rate_tau);
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@ -19,18 +22,26 @@ public:
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float modifier(float sample, float dt);
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/*
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get last slew rate
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get last oscillation slew rate
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*/
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float get_slew_rate(void) const {
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return slew_filter.get();
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return _oscillation_slew_rate;
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}
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private:
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const float &slew_rate_max;
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const float &slew_rate_tau;
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LowPassFilterFloat slew_filter;
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float slew_amplitude;
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float _oscillation_slew_rate;
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float last_sample;
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float _max_pos_slew_rate;
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float _max_neg_slew_rate;
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uint32_t _max_pos_slew_event_ms;
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uint32_t _max_neg_slew_event_ms;
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uint8_t _pos_event_index;
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uint8_t _neg_event_index;
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uint32_t _pos_event_ms[N_EVENTS];
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uint32_t _neg_event_ms[N_EVENTS];
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bool _pos_event_stored;
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bool _neg_event_stored;
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};
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