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OP-1317 added a proper initialization of the Butterworth filter values
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@ -165,7 +165,7 @@ static void airspeedTask(__attribute__((unused)) void *parameters)
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case AIRSPEEDSETTINGS_AIRSPEEDSENSORTYPE_GROUNDSPEEDBASEDWINDESTIMATION:
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if (!imuAirspeedInitialized) {
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imuAirspeedInitialized = true;
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imu_airspeedInitialize();
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imu_airspeedInitialize(&airspeedSettings);
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}
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break;
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}
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@ -145,12 +145,40 @@ float FilterButterWorthDF2(const float ff, const float xn, float *wn1Ptr, float
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return val;
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}
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// Initialization function for direct form 2 Butterworth filter
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void InitButterWorthDF2(const float ff, const float x0, float *wn1Ptr, float *wn2Ptr)
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{
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const float ita = 1.0f / tanf(M_PI_F * ff);
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const float b0 = 1.0f / (1.0f + SQRT2 * ita + Sq(ita));
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const float b1 = 2.0f * b0;
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const float b2 = b0;
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const float a1 = 2.0f * b0 * (Sq(ita) - 1.0f);
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const float a2 = -b0 * (1.0f - SQRT2 * ita + Sq(ita));
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const float a11 = b1 + b0 * a1;
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const float a12 = b2 + b0 * a2;
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const float a21 = b1 + b0 * (Sq(a1) + a2);
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const float a22 = b2 + b0 * a1 * a2;
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const float det = a11 * a22 - a12 * a21;
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const float rhs1 = x0 - b0 * x0;
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const float rhs2 = x0 - b0 * (x0 + a1 * x0);
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*wn1Ptr = (a22 * rhs1 - a12 * rhs2) / det;
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*wn2Ptr = (-a21 * rhs1 + a11 * rhs2) / det;
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}
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/*
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* Initialize function loads first data sets, and allocates memory for structure.
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*/
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void imu_airspeedInitialize()
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void imu_airspeedInitialize(const AirspeedSettingsData *airspeedSettings)
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{
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// pre-filter frequency rate
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const float ff = (float)(airspeedSettings->SamplePeriod) / 1000.0f / airspeedSettings->IMUBasedEstimationLowPassPeriod1;
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// filter frequency rate
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const float ffV = (float)(airspeedSettings->SamplePeriod) / 1000.0f / airspeedSettings->IMUBasedEstimationLowPassPeriod2;
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// This method saves memory in case we don't use the module.
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imu = (struct IMUGlobals *)pvPortMalloc(sizeof(struct IMUGlobals));
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@ -164,19 +192,22 @@ void imu_airspeedInitialize()
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// get pitch and yaw from quarternion; principal argument for yaw
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Quaternion2PY(attData.q1, attData.q2, attData.q3, attData.q4, &(imu->pOld), &(imu->yOld), true);
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InitButterWorthDF2(ff, imu->pOld, &(imu->pn1), &(imu->pn2));
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InitButterWorthDF2(ff, imu->yOld, &(imu->yn1), &(imu->yn2));
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imu->pn1 = imu->pn2 = imu->pOld;
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imu->yn1 = imu->yn2 = imu->yOld;
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imu->v1n1 = imu->v1n2 = imu->v1Old = velData.North;
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imu->v2n1 = imu->v2n2 = imu->v2Old = velData.East;
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imu->v3n1 = imu->v3n2 = imu->v3Old = velData.Down;
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// use current NED speed as vOld vector and as initial value for filter
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imu->v1Old = velData.North;
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imu->v2Old = velData.East;
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imu->v3Old = velData.Down;
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InitButterWorthDF2(ff, imu->v1Old, &(imu->v1n1), &(imu->v1n2));
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InitButterWorthDF2(ff, imu->v2Old, &(imu->v2n1), &(imu->v2n2));
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InitButterWorthDF2(ff, imu->v3Old, &(imu->v3n1), &(imu->v3n2));
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// initial guess for windspeed is zero
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imu->Vw1n1 = imu->Vw1n2 = 0.0f;
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imu->Vw2n1 = imu->Vw2n2 = 0.0f;
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imu->Vw3n1 = imu->Vw3n2 = 0.0f;
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imu->Vw1 = imu->Vw2 = 0.0f;
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imu->Vw3 = imu->Vw2 = imu->Vw1 = 0.0f;
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InitButterWorthDF2(ffV, 0.0f, &(imu->Vw1n1), &(imu->Vw1n2));
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imu->Vw3n1 = imu->Vw2n1 = imu->Vw1n1;
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imu->Vw3n2 = imu->Vw2n2 = imu->Vw1n2;
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}
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/*
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@ -196,7 +227,7 @@ void imu_airspeedInitialize()
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* and yaw to keep a unit length. After building the differenced dxB and dVel are produced and
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* the airspeed calculated. The calculated airspeed is filtered again with a Butterworth filter
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*/
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void imu_airspeedGet(AirspeedSensorData *airspeedData, AirspeedSettingsData *airspeedSettings)
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void imu_airspeedGet(AirspeedSensorData *airspeedData, const AirspeedSettingsData *airspeedSettings)
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{
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// pre-filter frequency rate
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const float ff = (float)(airspeedSettings->SamplePeriod) / 1000.0f / airspeedSettings->IMUBasedEstimationLowPassPeriod1;
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@ -31,8 +31,8 @@
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#ifndef IMU_AIRSPEED_H
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#define IMU_AIRSPEED_H
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void imu_airspeedInitialize();
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void imu_airspeedGet(AirspeedSensorData *airspeedData, AirspeedSettingsData *airspeedSettings);
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void imu_airspeedInitialize(const AirspeedSettingsData *airspeedSettings);
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void imu_airspeedGet(AirspeedSensorData *airspeedData, const AirspeedSettingsData *airspeedSettings);
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#endif // IMU_AIRSPEED_H
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