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update alt est

This commit is contained in:
ahmedsalah52 2024-11-23 19:13:50 +01:00
parent 6dd63aa5cf
commit de000679ae
6 changed files with 90 additions and 57 deletions

View file

@ -261,6 +261,7 @@ static void taskUpdateBaro(timeUs_t currentTimeUs)
if (newDeadline != 0) {
rescheduleTask(TASK_SELF, newDeadline);
}
updateBaroStateCallback();
}
}
#endif

View file

@ -61,7 +61,6 @@
#define BARO_VAR_TEMP_COEFF (0.01f)
#define BARO_VAR_VEL_ERROR_COEFF (1.00f)
#define RANGEFINDER_ACC_ERROR_THRESH (50.0f)
#define RANGEFINDER_RAPID_ERR_THRESH (100.0f)
#define RANGEFINDER_VAR_VEL_ERROR_COEFF (2.0f)
@ -92,8 +91,9 @@ typedef enum {
typedef struct sensorState_s {
float currentAltReadingCm;
float zeroAltOffsetCm;
float velocityCmS;
float velocityAltCmS;
float variance;
uint32_t deltaTimeMs;
float offsetError;
uint32_t velError;
altSensor_e type;
@ -145,11 +145,12 @@ void applyRangefinderFilter(float *value);
void updateSensorOffset(sensorState_t *sensor);
void updateVelError(sensorState_t *sensor);
void updateSensorFusability(sensorState_t *sensor);
void sensorUpdateIteration(sensorState_t *sensor);
void doNothing(sensorState_t *sensor);
sensorState_t altSenFusSources[SENSOR_COUNT];
altitudeState_t altitudeState;
velocity3D_t velocityCm3D;
velocity3D_t velocity3DCmS;
static KalmanFilter kf;
void altSensorFusionInit(void) {
@ -160,7 +161,7 @@ void altSensorFusionInit(void) {
altSenFusSources[SF_ACC].type = SF_ACC;
altSenFusSources[SF_ACC].isValid = false;
altSenFusSources[SF_ACC].toFuse = false;
velocityCm3D.isValid = true;
velocity3DCmS.isValid = true;
#endif
#ifdef USE_BARO
@ -192,40 +193,51 @@ void altSensorFusionInit(void) {
kf_init(&kf, 0.0f, 1.0f, 1.0f);
velocityCm3D.value = 0;
velocityCm3D.isValid = false;
velocity3DCmS.value = 0;
velocity3DCmS.isValid = false;
}
void sensorUpdateIteration(sensorState_t *sensor) {
SensorMeasurement tempSensorMeas;
sensor->updateReading(sensor);
updateVelError(sensor);
updateSensorFusability(sensor); // this should handle the case of sudden jumps in the sensor readings compared to the accelerometer velocity estimation
sensor->updateVariance(sensor);
sensor->updateOffset(sensor);
if (sensor->isValid && sensor->toFuse) {
tempSensorMeas.value = sensor->currentAltReadingCm - sensor->zeroAltOffsetCm;
tempSensorMeas.variance = sensor->variance;
kf_update(&kf, tempSensorMeas);
}
}
void altSensorFusionUpdate(void) {
static timeMs_t prevTimeMs = 0;
timeMs_t deltaTimeMs = millis() - prevTimeMs;
prevTimeMs = millis();
kf_update_variance(&kf);
SensorMeasurement tempSensorMeas;
float previousAltitude = altitudeState.distCm;
for (sensorState_t * sensor = altSenFusSources; sensor < altSenFusSources + SENSOR_COUNT; sensor++) {
sensor->updateReading(sensor);
updateVelError(sensor);
updateSensorFusability(sensor); // this should handle the case of sudden jumps in the sensor readings compared to the accelerometer velocity estimation
sensor->updateVariance(sensor);
sensor->updateOffset(sensor);
if (sensor->isValid && sensor->toFuse) {
tempSensorMeas.value = sensor->currentAltReadingCm - sensor->zeroAltOffsetCm;
tempSensorMeas.variance = sensor->variance;
kf_update(&kf, tempSensorMeas);
if (sensor->type == SF_BARO) { // the barometer is updated with a callback since it is typically runs with higher frequency
continue;
}
sensorUpdateIteration(sensor);
}
altitudeState.distCm = kf.estimatedValue;
altitudeState.variance = kf.estimatedVariance;
altitudeState.velocityCm = (altitudeState.distCm - previousAltitude) * TASK_ALTITUDE_RATE_HZ;
altitudeState.velocityCm = (altitudeState.distCm - previousAltitude) * 1000 / deltaTimeMs;
previousAltitude = altitudeState.distCm;
DEBUG_SET(DEBUG_ALTITUDE, 0, altSenFusSources[SF_BARO].isValid ? lrintf(altSenFusSources[SF_BARO].currentAltReadingCm) : -1);
DEBUG_SET(DEBUG_ALTITUDE, 1, lrintf(altSenFusSources[SF_GPS].currentAltReadingCm));
DEBUG_SET(DEBUG_ALTITUDE, 2, altSenFusSources[SF_RANGEFINDER].isValid ? lrintf(altSenFusSources[SF_RANGEFINDER].currentAltReadingCm) : -1);
DEBUG_SET(DEBUG_ALTITUDE, 0, altSenFusSources[SF_BARO].isValid ? lrintf(altSenFusSources[SF_BARO].currentAltReadingCm - altSenFusSources[SF_BARO].zeroAltOffsetCm) : -1);
DEBUG_SET(DEBUG_ALTITUDE, 1, lrintf(altSenFusSources[SF_GPS].currentAltReadingCm - altSenFusSources[SF_GPS].zeroAltOffsetCm));
DEBUG_SET(DEBUG_ALTITUDE, 2, lrintf(altSenFusSources[SF_RANGEFINDER].currentAltReadingCm - altSenFusSources[SF_RANGEFINDER].zeroAltOffsetCm));
DEBUG_SET(DEBUG_ALTITUDE, 3, lrintf(altitudeState.distCm));
DEBUG_SET(DEBUG_ALTITUDE, 4, lrintf(altSenFusSources[SF_BARO].variance));
DEBUG_SET(DEBUG_ALTITUDE, 5, lrintf(altSenFusSources[SF_GPS].variance));
DEBUG_SET(DEBUG_ALTITUDE, 6, lrintf(altSenFusSources[SF_RANGEFINDER].variance));
DEBUG_SET(DEBUG_ALTITUDE, 4, lrintf(altSenFusSources[SF_BARO].zeroAltOffsetCm));
DEBUG_SET(DEBUG_ALTITUDE, 5, lrintf(altSenFusSources[SF_GPS].zeroAltOffsetCm));
DEBUG_SET(DEBUG_ALTITUDE, 6, lrintf(altSenFusSources[SF_RANGEFINDER].zeroAltOffsetCm));
DEBUG_SET(DEBUG_ALTITUDE, 7, lrintf(altitudeState.variance));
}
@ -261,7 +273,7 @@ void updateVelError(sensorState_t *sensor) {
if (!sensor->isValid || sensor->type == SF_ACC) {
return;
}
sensor->velError = 0.1 * (sq(altSenFusSources[SF_ACC].velocityCmS - sensor->velocityCmS) / (100.f))
sensor->velError = 0.1 * (sq(altSenFusSources[SF_ACC].velocityAltCmS - sensor->velocityAltCmS) / (100.f))
+ 0.9 * sensor->velError;
sensor->velError = constrain(sensor->velError, 0, SENSOR_VEL_MAX_ERROR);
@ -288,7 +300,7 @@ void doNothing(sensorState_t *sensor) {
// ======================================================================================================
// ==================================== Sensor specific functions =======================================
// ======================================================================================================
void updateAccItegralCallback(timeUs_t currentTimeUs) {
void updateAccItegralCallback(timeUs_t currentTimeUs) { // this is called in the acc update task
static bool firstRun = true;
static timeUs_t prevTimeUs = 0;
if (firstRun) {
@ -321,8 +333,6 @@ void updateAccReading(sensorState_t *sensor) {
+ accIntegral.vel[1] * cosPitch * sinf(roll)
+ accIntegral.vel[2] * cosPitch * cosf(roll);
// sensor->deltaTimeMs = (float)accIntegral.deltaTimeUs / 1e3f;
float gravityVel = (float)accIntegral.deltaTimeUs / 1e6f; // g/Us to g/S
float velCmSecZ = ((velWorldZ * acc.dev.acc_1G_rec) - gravityVel) * 981.0f; // g to cm/s
@ -333,17 +343,11 @@ void updateAccReading(sensorState_t *sensor) {
velDriftZ = 0.005 * accVelZ + (1.0f - 0.005) * velDriftZ;
sensor->velocityCmS = accVelZ - velDriftZ;
sensor->velocityAltCmS = accVelZ - velDriftZ;
velocityCm3D.value = fabsf(accIntegral.vel[XYZ_AXIS_COUNT] * 981.0f);
// applyAccVelFilter(&sensor->velocityCmS);
// sensor->currentAltReadingCm += sensor->velocityCmS * ((float)accIntegral.deltaTimeUs/1e6f);
DEBUG_SET(DEBUG_ALTITUDE, 0, lrintf(accIntegral.vel[2] * 981.0f));
DEBUG_SET(DEBUG_ALTITUDE, 1, lrintf(accVelZ));
DEBUG_SET(DEBUG_ALTITUDE, 2, lrintf(velDriftZ));
DEBUG_SET(DEBUG_ALTITUDE, 3, lrintf(sensor->velocityCmS));
DEBUG_SET(DEBUG_ALTITUDE, 4, lrintf(accIntegral.vel[XYZ_AXIS_COUNT] * 981.0f));
DEBUG_SET(DEBUG_ALTITUDE, 7, lrintf(velocityCm3D.value));
velocity3DCmS.value = (0.1 * fabsf(accIntegral.vel[XYZ_AXIS_COUNT] * 981.0f)) + (0.9 * velocity3DCmS.value);
// applyAccVelFilter(&sensor->velocityAltCmS);
// sensor->currentAltReadingCm += sensor->velocityAltCmS * ((float)accIntegral.deltaTimeUs/1e6f);
for (int i = 0; i <= XYZ_AXIS_COUNT; i++) {
accIntegral.vel[i] = 0;
@ -366,6 +370,9 @@ void applyAccVelFilter(float *velocity) {
#ifdef USE_BARO
void updateBaroStateCallback(void) {
sensorUpdateIteration(&altSenFusSources[SF_BARO]);
}
void updateBaroReading(sensorState_t *sensor) {
if (!sensor->isValid) {
@ -374,17 +381,23 @@ void updateBaroReading(sensorState_t *sensor) {
static bool firstRun = true;
static float previousAltitude = 0.0f;
static uint32_t prevTimeMs = 0;
if (firstRun) { // init
previousAltitude = getBaroAltitude();
sensor->zeroAltOffsetCm = previousAltitude; // init the offset with the first reading
firstRun = false;
prevTimeMs = millis();
}
sensor->deltaTimeMs = millis() - prevTimeMs;
sensor->currentAltReadingCm = getBaroAltitude();
applyBaroFilter(&sensor->currentAltReadingCm);
sensor->velocityCmS = (sensor->currentAltReadingCm - previousAltitude) * TASK_ALTITUDE_RATE_HZ;
sensor->velocityAltCmS = (sensor->currentAltReadingCm - previousAltitude) * 1000 / sensor->deltaTimeMs;
previousAltitude = sensor->currentAltReadingCm;
prevTimeMs = millis();
}
void updateBaroVariance(sensorState_t *sensor) {
@ -404,7 +417,7 @@ void updateBaroVariance(sensorState_t *sensor) {
n++;
velocity = 0;
} else {
velocity = velocityCm3D.isValid ? (float)velocityCm3D.value : (altitudeState.velocityCm);
velocity = velocity3DCmS.isValid ? (float)velocity3DCmS.value : (altitudeState.velocityCm);
}
float newVariance = stationaryVariance
@ -438,10 +451,14 @@ void updateGpsReading(sensorState_t *sensor) {
static float previousAltitude = 0.0f;
bool hasNewData = gpsSol.time != prevTimeStamp;
sensor->isValid = gpsIsHealthy() && sensors(SENSOR_GPS) && STATE(GPS_FIX) && hasNewData;
sensor->isValid = gpsIsHealthy()
&& sensors(SENSOR_GPS)
&& STATE(GPS_FIX)
&& hasNewData;
if (!sensor->isValid) {
#ifndef USE_ACC
velocityCm3D.isValid = false;
velocity3DCmS.isValid = false;
#endif
return;
}
@ -457,11 +474,11 @@ void updateGpsReading(sensorState_t *sensor) {
applyGpsFilter(&sensor->currentAltReadingCm);
#ifndef USE_ACC
velocityCm3D.value = gpsSol.speed3d * 10;
velocityCm3D.isValid = true;
velocity3DCmS.value = gpsSol.speed3d * 10;
velocity3DCmS.isValid = true;
#endif
timeDelta_t deltaTime = cmpTimeUs(gpsSol.time, prevTimeStamp);
sensor->velocityCmS = ((sensor->currentAltReadingCm - previousAltitude) * deltaTime) / 1000.0f;
sensor->deltaTimeMs = gpsSol.time - prevTimeStamp;
sensor->velocityAltCmS = ((sensor->currentAltReadingCm - previousAltitude) * 1000.0f) / sensor->deltaTimeMs;
previousAltitude = sensor->currentAltReadingCm;
prevTimeStamp = gpsSol.time;
}
@ -528,9 +545,14 @@ void applyGpsFilter(float *value) {
void updateRangefinderReading(sensorState_t *sensor) {
static bool firstRun = true;
static float previousAltitude = 0.0f;
int32_t rfAlt = rangefinderGetLatestAltitude();
sensor->isValid = rangefinderIsHealthy() && sensors(SENSOR_RANGEFINDER) && rfAlt >= 0;
static float prevReadingTime = 0;
int32_t rfAlt = getRangefinder()->calculatedAltitude;
bool hasNewData = getRangefinder()->lastValidResponseTimeMs != prevReadingTime;
sensor->isValid = rangefinderIsHealthy()
&& sensors(SENSOR_RANGEFINDER)
&& rfAlt >= 0
&& hasNewData;
if (!sensor->isValid) {
return;
@ -540,12 +562,15 @@ void updateRangefinderReading(sensorState_t *sensor) {
previousAltitude = rfAlt;
sensor->zeroAltOffsetCm = rfAlt;
firstRun = false;
prevReadingTime = getRangefinder()->lastValidResponseTimeMs;
}
sensor->deltaTimeMs = getRangefinder()->lastValidResponseTimeMs - prevReadingTime;
sensor->currentAltReadingCm = rfAlt;
// applyRangefinderFilter(&sensor->currentAltReadingCm);
sensor->velocityCmS = (sensor->currentAltReadingCm - previousAltitude) * TASK_ALTITUDE_RATE_HZ;
sensor->velocityAltCmS = (sensor->currentAltReadingCm - previousAltitude) * 1000.0f / sensor->deltaTimeMs;
previousAltitude = sensor->currentAltReadingCm;
prevReadingTime = getRangefinder()->lastValidResponseTimeMs;
}
void updateRangefinderVariance(sensorState_t *sensor) {
@ -553,7 +578,7 @@ void updateRangefinderVariance(sensorState_t *sensor) {
return;
}
float newVariance = RANGEFINDER_VAR_VEL_ERROR_COEFF * sensor->velError + RANGEFINDER_CONST_VAR; // is there a better way to get the variance of the rangefinder?
float newVariance = RANGEFINDER_VAR_VEL_ERROR_COEFF * sensor->velError + RANGEFINDER_CONST_VAR;
sensor->variance = 0.9f * sensor->variance + 0.1f * newVariance;
}

View file

@ -27,4 +27,5 @@ typedef struct altitudeState_s {
void updateAccItegralCallback(timeUs_t currentTimeUs);
#endif
void altSensorFusionInit(void);
void altSensorFusionUpdate(void);
void altSensorFusionUpdate(void);
void updateBaroStateCallback(void);

View file

@ -51,7 +51,7 @@ static void applyAccelerationTrims(const flightDynamicsTrims_t *accelerationTrim
void accUpdate(timeUs_t currentTimeUs)
{
UNUSED(currentTimeUs);
static float previousAccMagnitude;
static float prevAccMagnitude;
if (!acc.dev.readFn(&acc.dev)) {
return;
@ -86,8 +86,8 @@ void accUpdate(timeUs_t currentTimeUs)
accAdcSquaredSum += sq(acc.accADC.v[axis]);
}
acc.accMagnitude = sqrtf(accAdcSquaredSum) * acc.dev.acc_1G_rec; // normally 1.0; used for disarm on impact detection
acc.accDelta = (acc.accMagnitude - previousAccMagnitude) * acc.sampleRateHz;
previousAccMagnitude = acc.accMagnitude;
acc.accDelta = (acc.accMagnitude - prevAccMagnitude) * acc.sampleRateHz;
prevAccMagnitude = acc.accMagnitude;
}
#endif

View file

@ -360,5 +360,10 @@ bool rangefinderIsHealthy(void)
{
return (millis() - rangefinder.lastValidResponseTimeMs) < RANGEFINDER_HARDWARE_TIMEOUT_MS;
}
rangefinder_t * getRangefinder(void)
{
return &rangefinder;
}
#endif

View file

@ -64,3 +64,4 @@ int32_t rangefinderGetLatestRawAltitude(void);
void rangefinderUpdate(void);
bool rangefinderProcess(float cosTiltAngle);
bool rangefinderIsHealthy(void);
rangefinder_t * getRangefinder(void);