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Interpolated feed forward smoothing
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parent
881a256980
commit
3c91da0e59
5 changed files with 85 additions and 15 deletions
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@ -476,7 +476,7 @@ static const char * const lookupTableOffOnAuto[] = {
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};
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static const char* const lookupTableInterpolatedSetpoint[] = {
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"OFF", "ON", "AVERAGED"
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"OFF", "ON", "AVERAGED_2", "AVERAGED_3", "AVERAGED_4"
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};
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static const char* const lookupTableDshotBitbangedTimer[] = {
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@ -1097,6 +1097,7 @@ const clivalue_t valueTable[] = {
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{ "ff_interpolate_sp", VAR_UINT8 | PROFILE_VALUE | MODE_LOOKUP, .config.lookup = {TABLE_INTERPOLATED_SP}, PG_PID_PROFILE, offsetof(pidProfile_t, ff_interpolate_sp) },
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{ "ff_spike_limit", VAR_UINT8 | PROFILE_VALUE, .config.minmaxUnsigned = {0, 255}, PG_PID_PROFILE, offsetof(pidProfile_t, ff_spike_limit) },
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{ "ff_max_rate_limit", VAR_UINT8 | PROFILE_VALUE, .config.minmaxUnsigned = {0, 150}, PG_PID_PROFILE, offsetof(pidProfile_t, ff_max_rate_limit) },
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{ "ff_smooth_factor", VAR_UINT8 | PROFILE_VALUE, .config.minmaxUnsigned = {0, 75}, PG_PID_PROFILE, offsetof(pidProfile_t, ff_smooth_factor) },
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#endif
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{ "ff_boost", VAR_UINT8 | PROFILE_VALUE, .config.minmaxUnsigned = { 0, 50 }, PG_PID_PROFILE, offsetof(pidProfile_t, ff_boost) },
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@ -28,15 +28,24 @@
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#include "fc/rc.h"
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#include "flight/interpolated_setpoint.h"
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#define PREV_BIG_STEP 1000.0f //threshold for size of jump of packet before the identical data packet
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static float setpointDeltaImpl[XYZ_AXIS_COUNT];
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static float prevSetpointDeltaImpl[XYZ_AXIS_COUNT];
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static float setpointDelta[XYZ_AXIS_COUNT];
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static uint8_t holdCount[XYZ_AXIS_COUNT];
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typedef struct laggedMovingAverageCombined_u {
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laggedMovingAverage_t filter;
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float buf[4];
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} laggedMovingAverageCombined_t;
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laggedMovingAverageCombined_t setpointDeltaAvg[XYZ_AXIS_COUNT];
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static float prevSetpointSpeed[XYZ_AXIS_COUNT];
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static float prevAcceleration[XYZ_AXIS_COUNT];
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static float prevRawSetpoint[XYZ_AXIS_COUNT];
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static float prevSetpointAcceleration[XYZ_AXIS_COUNT];
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static float prevDeltaImpl[XYZ_AXIS_COUNT];
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static bool bigStep[XYZ_AXIS_COUNT];
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// Configuration
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static float ffMaxRateLimit[XYZ_AXIS_COUNT];
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@ -44,9 +53,11 @@ static float ffMaxRate[XYZ_AXIS_COUNT];
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void interpolatedSpInit(const pidProfile_t *pidProfile) {
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const float ffMaxRateScale = pidProfile->ff_max_rate_limit * 0.01f;
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uint8_t j = pidProfile->ff_interpolate_sp;
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for (int i = 0; i < XYZ_AXIS_COUNT; i++) {
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ffMaxRate[i] = applyCurve(i, 1.0f);
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ffMaxRateLimit[i] = ffMaxRate[i] * ffMaxRateScale;
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laggedMovingAverageInit(&setpointDeltaAvg[i].filter, j, (float *)&setpointDeltaAvg[i].buf[0]);
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}
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}
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@ -58,9 +69,46 @@ FAST_CODE_NOINLINE float interpolatedSpApply(int axis, bool newRcFrame, ffInterp
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const float rxInterval = currentRxRefreshRate * 1e-6f;
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const float rxRate = 1.0f / rxInterval;
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const float setpointSpeed = (rawSetpoint - prevRawSetpoint[axis]) * rxRate;
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const float setpointAcceleration = (setpointSpeed - prevSetpointSpeed[axis]) * pidGetDT();
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float setpointSpeed = (rawSetpoint - prevRawSetpoint[axis]) * rxRate;
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float setpointAcceleration = setpointSpeed - prevSetpointSpeed[axis];
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const uint8_t holdSteps = 2;
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// Glitch reduction code for identical packets
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if (setpointSpeed == 0 && fabsf(rawSetpoint) < 0.98f * ffMaxRate[axis]) {
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// identical packets, not at full deflection
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if (holdCount[axis] < holdSteps && fabsf(rawSetpoint) > 2.0f && !bigStep[axis]) {
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// holding the entire previous speed is best for missed packets, but bad for early packets
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setpointSpeed = prevSetpointSpeed[axis] + prevAcceleration[axis];
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setpointAcceleration = prevAcceleration[axis];
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holdCount[axis] += 1;
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} else {
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// identical packets for more than hold steps, or prev big step
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// lock acceleration to zero and don't interpolate forward until sticks move again
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holdCount[axis] = holdSteps + 1;
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setpointAcceleration = 0.0f;
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}
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} else {
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// we're moving, or sticks are at max
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if (holdCount[axis] == 2) {
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// we are after an identical packet, and the one before was a normal step up,
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// so raw step speed and acceleration of next 'good' packet is twice what it should be
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setpointSpeed /= 2.0f;
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setpointAcceleration /= 2.0f;
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}
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if (holdCount[axis] == 3) {
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// we are starting to move after a gap after a big step up, or persistent flat period, so accelerate gently
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setpointAcceleration = 0.0f;
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}
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holdCount[axis] = 1;
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if (fabsf(setpointAcceleration - prevAcceleration[axis]) > PREV_BIG_STEP) {
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bigStep[axis] = true;
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} else {
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bigStep[axis] = false;
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}
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}
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prevAcceleration[axis] = setpointAcceleration;
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setpointAcceleration *= pidGetDT();
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setpointDeltaImpl[axis] = setpointSpeed * pidGetDT();
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const float ffBoostFactor = pidGetFfBoostFactor();
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@ -75,25 +123,34 @@ FAST_CODE_NOINLINE float interpolatedSpApply(int axis, bool newRcFrame, ffInterp
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if (fabsf(rawSetpoint) < 0.95f * ffMaxRate[axis] || fabsf(setpointSpeed) > 3.0f * fabsf(prevSetpointSpeed[axis])) {
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boostAmount = ffBoostFactor * setpointAcceleration;
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}
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// no clip for first step inwards from max deflection
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if (fabsf(prevRawSetpoint[axis]) > 0.95f * ffMaxRate[axis] && fabsf(setpointSpeed) > 3.0f * fabsf(prevSetpointSpeed[axis])) {
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clip = 1.0f;
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}
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}
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prevSetpointSpeed[axis] = setpointSpeed;
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prevSetpointAcceleration[axis] = setpointAcceleration;
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prevRawSetpoint[axis] = rawSetpoint;
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if (axis == FD_ROLL) {
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 0, setpointDeltaImpl[axis] * 1000);
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 1, boostAmount * 1000);
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 2, boostAmount * clip * 1000);
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 3, clip * 100);
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 2, bigStep[axis]);
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DEBUG_SET(DEBUG_FF_INTERPOLATED, 3, holdCount[axis]);
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}
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setpointDeltaImpl[axis] += boostAmount * clip;
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// first order filter FF
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const float ffSmoothFactor = pidGetFfSmoothFactor();
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setpointDeltaImpl[axis] = prevDeltaImpl[axis] + ffSmoothFactor * (setpointDeltaImpl[axis] - prevDeltaImpl[axis]);
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prevDeltaImpl[axis] = setpointDeltaImpl[axis];
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if (type == FF_INTERPOLATE_ON) {
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setpointDelta[axis] = setpointDeltaImpl[axis];
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} else {
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setpointDelta[axis] = 0.5f * (setpointDeltaImpl[axis] + prevSetpointDeltaImpl[axis]);
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prevSetpointDeltaImpl[axis] = setpointDeltaImpl[axis];
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setpointDelta[axis] = laggedMovingAverageUpdate(&setpointDeltaAvg[axis].filter, setpointDeltaImpl[axis]);
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}
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}
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return setpointDelta[axis];
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}
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@ -28,7 +28,9 @@
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typedef enum ffInterpolationType_e {
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FF_INTERPOLATE_OFF,
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FF_INTERPOLATE_ON,
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FF_INTERPOLATE_AVG
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FF_INTERPOLATE_AVG2,
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FF_INTERPOLATE_AVG3,
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FF_INTERPOLATE_AVG4
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} ffInterpolationType_t;
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void interpolatedSpInit(const pidProfile_t *pidProfile);
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@ -212,9 +212,10 @@ void resetPidProfile(pidProfile_t *pidProfile)
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.idle_p = 50,
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.idle_pid_limit = 200,
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.idle_max_increase = 150,
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.ff_interpolate_sp = FF_INTERPOLATE_AVG,
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.ff_spike_limit = 60,
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.ff_interpolate_sp = FF_INTERPOLATE_AVG2,
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.ff_spike_limit = 50,
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.ff_max_rate_limit = 100,
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.ff_smooth_factor = 37,
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.ff_boost = 15,
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);
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#ifndef USE_D_MIN
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@ -314,6 +315,7 @@ static FAST_RAM_ZERO_INIT pt1Filter_t airmodeThrottleLpf2;
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static FAST_RAM_ZERO_INIT pt1Filter_t antiGravityThrottleLpf;
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static FAST_RAM_ZERO_INIT float ffBoostFactor;
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static FAST_RAM_ZERO_INIT float ffSmoothFactor;
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static FAST_RAM_ZERO_INIT float ffSpikeLimitInverse;
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float pidGetSpikeLimitInverse()
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@ -327,6 +329,11 @@ float pidGetFfBoostFactor()
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return ffBoostFactor;
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}
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float pidGetFfSmoothFactor()
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{
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return ffSmoothFactor;
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}
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void pidInitFilters(const pidProfile_t *pidProfile)
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{
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@ -738,6 +745,7 @@ void pidInitConfig(const pidProfile_t *pidProfile)
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#endif
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#ifdef USE_INTERPOLATED_SP
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ffFromInterpolatedSetpoint = pidProfile->ff_interpolate_sp;
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ffSmoothFactor = 1.0f - ((float)pidProfile->ff_smooth_factor) / 100.0f;
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interpolatedSpInit(pidProfile);
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#endif
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}
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@ -184,6 +184,7 @@ typedef struct pidProfile_s {
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uint8_t ff_interpolate_sp; // Calculate FF from interpolated setpoint
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uint8_t ff_max_rate_limit; // Maximum setpoint rate percentage for FF
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uint8_t ff_spike_limit; // FF stick extrapolation lookahead period in ms
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uint8_t ff_smooth_factor; // Amount of smoothing for interpolated FF steps
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} pidProfile_t;
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PG_DECLARE_ARRAY(pidProfile_t, PID_PROFILE_COUNT, pidProfiles);
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@ -261,4 +262,5 @@ float pidGetPreviousSetpoint(int axis);
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float pidGetDT();
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float pidGetPidFrequency();
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float pidGetFfBoostFactor();
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float pidGetFfSmoothFactor();
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float pidGetSpikeLimitInverse();
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