AHRS based on MatrixPilot DCM algorithm; ported from Pololu MinIMU-9 example code in turn based on ArduPilot 1.5 built for sensor gy_80
Fork of DCM_AHRS by
DCM.cpp
- Committer:
- oprospero
- Date:
- 2013-07-29
- Revision:
- 7:d22702f7ce89
- Parent:
- 6:49cbf2acc4e6
- Child:
- 8:195d53710158
File content as of revision 7:d22702f7ce89:
#include "DCM.h" #include "Matrix.h" #include "math.h" #include "Sensors.h" #define MAG_SKIP 1 //#include "mbed.h" //Serial p(USBTX, USBRX); // tx, rx // //void DCM::pv(float a[3]) //{ // p.printf("%g,\t%g,\t%g \n\r",a[0],a[1],a[2]); //} // //void DCM::pm(float a[3][3]) //{ // p.printf("\t%g,\t%g,\t%g \n\r",a[0][0],a[0][1],a[0][2]); // p.printf("\t%g,\t%g,\t%g \n\r",a[1][0],a[1][1],a[1][2]); // p.printf("\t%g,\t%g,\t%g \n\r",a[2][0],a[2][1],a[2][2]); //} DCM::DCM(void): G_Dt(0.02), update_count(MAG_SKIP) { Accel_Init(); Gyro_Init(); Magn_Init(); for (int m=0; m < 3; m++) { Accel_Vector[m] = 0; Gyro_Vector[m] = 0; Omega_Vector[m] = 0; Omega_P[m] = 0; Omega_I[m] = 0; Omega[m] = 0; errorRollPitch[m] = 0; errorYaw[m] = 0; for (int n=0; n < 3; n++) { dcm[m][n] = (m == n) ? 1 : 0; // dcm starts as identity matrix } reset_sensor_fusion(); } } /**************************************************/ void DCM::Normalize(void) { float error=0; float temporary[3][3]; float renorm=0; error= -Vector_Dot_Product(&dcm[0][0], &dcm[1][0])*.5; //eq.19 Vector_Scale(&temporary[0][0], &dcm[1][0], error); //eq.19 Vector_Scale(&temporary[1][0], &dcm[0][0], error); //eq.19 Vector_Add(&temporary[0][0], &temporary[0][0], &dcm[0][0]);//eq.19 Vector_Add(&temporary[1][0], &temporary[1][0], &dcm[1][0]);//eq.19 Vector_Cross_Product(&temporary[2][0],&temporary[0][0],&temporary[1][0]); // c= a x b //eq.20 renorm= .5 *(3 - Vector_Dot_Product(&temporary[0][0],&temporary[0][0])); //eq.21 Vector_Scale(&dcm[0][0], &temporary[0][0], renorm); renorm= .5 *(3 - Vector_Dot_Product(&temporary[1][0],&temporary[1][0])); //eq.21 Vector_Scale(&dcm[1][0], &temporary[1][0], renorm); renorm= .5 *(3 - Vector_Dot_Product(&temporary[2][0],&temporary[2][0])); //eq.21 Vector_Scale(&dcm[2][0], &temporary[2][0], renorm); } /**************************************************/ void DCM::Drift_correction(void) { float mag_heading_x; float mag_heading_y; float errorCourse; //Compensation the Roll, Pitch and Yaw drift. static float Scaled_Omega_P[3]; static float Scaled_Omega_I[3]; float Accel_magnitude; float Accel_weight; //*****Roll and Pitch*************** // Calculate the magnitude of the accelerometer vector Accel_magnitude = sqrt(Accel_Vector[0]*Accel_Vector[0] + Accel_Vector[1]*Accel_Vector[1] + Accel_Vector[2]*Accel_Vector[2]); Accel_magnitude = Accel_magnitude / GRAVITY; // Scale to gravity. // Dynamic weighting of accelerometer info (reliability filter) // Weight for accelerometer info (<0.5G = 0.0, 1G = 1.0 , >1.5G = 0.0) Accel_weight = constrain(1 - 2*abs(1 - Accel_magnitude),0,1); // Vector_Cross_Product(&errorRollPitch[0],&Accel_Vector[0],&dcm[2][0]); //adjust the ground of reference Vector_Scale(&Omega_P[0],&errorRollPitch[0],Kp_ROLLPITCH*Accel_weight); Vector_Scale(&Scaled_Omega_I[0],&errorRollPitch[0],Ki_ROLLPITCH*Accel_weight); Vector_Add(Omega_I,Omega_I,Scaled_Omega_I); //*****YAW*************** // We make the gyro YAW drift correction based on compass magnetic heading mag_heading_x = cos(MAG_Heading); mag_heading_y = sin(MAG_Heading); errorCourse=(dcm[0][0]*mag_heading_y) - (dcm[1][0]*mag_heading_x); //Calculating YAW error Vector_Scale(errorYaw,&dcm[2][0],errorCourse); //Applys the yaw correction to the XYZ rotation of the aircraft, depeding the position. Vector_Scale(&Scaled_Omega_P[0],&errorYaw[0],Kp_YAW);//.01proportional of YAW. Vector_Add(Omega_P,Omega_P,Scaled_Omega_P);//Adding Proportional. Vector_Scale(&Scaled_Omega_I[0],&errorYaw[0],Ki_YAW);//.00001Integrator Vector_Add(Omega_I,Omega_I,Scaled_Omega_I);//adding integrator to the Omega_I } /**************************************************/ void DCM::Matrix_update(void) { // p.printf("Omega: ");pv(Omega); Vector_Add(&Omega[0], &Gyro_Vector[0], &Omega_I[0]); //adding proportional term Vector_Add(&Omega_Vector[0], &Omega[0], &Omega_P[0]); //adding Integrator term // p.printf("Omega_Vector: ");pv(Omega_Vector); #if OUTPUTMODE==1 Update_Matrix[0][0]=0; Update_Matrix[0][1]=-G_Dt*Omega_Vector[2];//-z Update_Matrix[0][2]=G_Dt*Omega_Vector[1];//y Update_Matrix[1][0]=G_Dt*Omega_Vector[2];//z Update_Matrix[1][1]=0; Update_Matrix[1][2]=-G_Dt*Omega_Vector[0];//-x Update_Matrix[2][0]=-G_Dt*Omega_Vector[1];//-y Update_Matrix[2][1]=G_Dt*Omega_Vector[0];//x Update_Matrix[2][2]=0; // p.printf("Update: \n\r");pm(Update_Matrix); #else // Uncorrected data (no drift correction) Update_Matrix[0][0]=0; Update_Matrix[0][1]=-G_Dt*Gyro_Vector[2];//-z Update_Matrix[0][2]=G_Dt*Gyro_Vector[1];//y Update_Matrix[1][0]=G_Dt*Gyro_Vector[2];//z Update_Matrix[1][1]=0; Update_Matrix[1][2]=-G_Dt*Gyro_Vector[0]; Update_Matrix[2][0]=-G_Dt*Gyro_Vector[1]; Update_Matrix[2][1]=G_Dt*Gyro_Vector[0]; Update_Matrix[2][2]=0; #endif // p.printf("Temp: \n\r");pm(Temporary_Matrix); // p.printf("Update: \n\r");pm(Update_Matrix); Matrix_Multiply(Temporary_Matrix, dcm, Update_Matrix); //c=a*b // ??? Matrix_Add(dcm, dcm, Temporary_Matrix); ??? for(int x=0; x<3; x++) { //Matrix Addition (update) for(int y=0; y<3; y++) { dcm[x][y] += Temporary_Matrix[x][y]; } } } void DCM::Euler_angles(void) { pitch = RAD2DEG(-asin(dcm[2][0])); roll = RAD2DEG(atan2(dcm[2][1],dcm[2][2])); yaw = RAD2DEG(atan2(dcm[1][0],dcm[0][0])); } void DCM::Update_step(float dt) { G_Dt = dt; Read_Accel(Accel_Vector); Read_Gyro(Gyro_Vector); if (--update_count == 0) { Update_mag(); update_count = MAG_SKIP; } Matrix_update(); Normalize(); Drift_correction(); Euler_angles(); } void DCM::Update_mag() { Read_Magn(Magn_Vector); Compass_Heading(); } void DCM::Compass_Heading() { float mag_x; float mag_y; float cos_roll; float sin_roll; float cos_pitch; float sin_pitch; cos_roll = cos(roll); sin_roll = sin(roll); cos_pitch = cos(pitch); sin_pitch = sin(pitch); // Tilt compensated magnetic field X mag_x = Magn_Vector[0]*cos_pitch + Magn_Vector[1]*sin_roll*sin_pitch + Magn_Vector[2]*cos_roll*sin_pitch; // Tilt compensated magnetic field Y mag_y = Magn_Vector[1]*cos_roll - Magn_Vector[2]*sin_roll; // Magnetic Heading MAG_Heading = atan2(-mag_y, mag_x); } void DCM::reset_sensor_fusion() { float temp1[3]; float temp2[3]; float xAxis[] = {1.0f, 0.0f, 0.0f}; Read_Accel(Accel_Vector); Read_Gyro(Gyro_Vector); // timestamp = timer.read_ms(); // GET PITCH // Using y-z-plane-component/x-component of gravity vector pitch = -atan2(Accel_Vector[0], sqrt(Accel_Vector[1] * Accel_Vector[1] + Accel_Vector[2] * Accel_Vector[2])); // GET ROLL // Compensate pitch of gravity vector Vector_Cross_Product(temp1, Accel_Vector, xAxis); Vector_Cross_Product(temp2, xAxis, temp1); // Normally using x-z-plane-component/y-component of compensated gravity vector // roll = atan2(temp2[1], sqrt(temp2[0] * temp2[0] + temp2[2] * temp2[2])); // Since we compensated for pitch, x-z-plane-component equals z-component: roll = atan2(temp2[1], temp2[2]); // GET YAW Update_mag(); yaw = MAG_Heading; // Init rotation matrix init_rotation_matrix(dcm, yaw, pitch, roll); } float DCM::constrain(float x, float a, float b) { float result = x; if (x < a) result = a; if (x > b) result = b; return result; }