library using mahony's algorithm for 9dof
Dependents: NerfGun_nRF24L01P_TX_9d0f
MahonyAHRS.cpp
- Committer:
- b50559
- Date:
- 2015-08-13
- Revision:
- 0:da9dac34fd93
File content as of revision 0:da9dac34fd93:
// Header files #include "mbed.h" #include "MahonyAHRS.h" #include <math.h> //--------------------------------------------------------------------------------------------------- // Definitions //#define sampleFreq 512.0f // sample frequency in Hz #define twoKpDef (2.0f * 0.5f) // 2 * proportional gain #define twoKiDef (2.0f * 0.0f) // 2 * integral gain #define PI 3.14159265359f //--------------------------------------------------------------------------------------------------- MahonyAHRS::MahonyAHRS(float Freq){ sampleFreq = Freq; } float twoKp = twoKpDef; // 2 * proportional gain (Kp) float twoKi = twoKiDef; // 2 * integral gain (Ki) float q4 = 1.0f, q5 = 0.0f, q6 = 0.0f, q7 = 0.0f; // quaternion of sensor frame relative to auxiliary frame float integralFBx = 0.0f, integralFBy = 0.0f, integralFBz = 0.0f; // integral error terms scaled by Ki float inv_Sqrt(float x); //==================================================================================================== // Functions //--------------------------------------------------------------------------------------------------- // AHRS algorithm update void MahonyAHRS::update(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz) { float recipNorm; float q4q4, q4q5, q4q6, q4q7, q5q5, q5q6, q5q7, q6q6, q6q7, q7q7; float hx, hy, bx, bz; float halfvx, halfvy, halfvz, halfwx, halfwy, halfwz; float halfex, halfey, halfez; float qa, qb, qc; // Use IMU algorithm if magnetometer measurement invalid (avoids NaN in magnetometer normalisation) if((mx == 0.0f) && (my == 0.0f) && (mz == 0.0f)) { MahonyAHRS::updateIMU(gx, gy, gz, ax, ay, az); return; } // Compute feedback only if accelerometer measurement valid (avoids NaN in accelerometer normalisation) if(!((ax == 0.0f) && (ay == 0.0f) && (az == 0.0f))) { // Normalise accelerometer measurement recipNorm = inv_Sqrt(ax * ax + ay * ay + az * az); ax *= recipNorm; ay *= recipNorm; az *= recipNorm; // Normalise magnetometer measurement recipNorm = inv_Sqrt(mx * mx + my * my + mz * mz); mx *= recipNorm; my *= recipNorm; mz *= recipNorm; // Auxiliary variables to avoid repeated arithmetic q4q4 = q4 * q4; q4q5 = q4 * q5; q4q6 = q4 * q6; q4q7 = q4 * q7; q5q5 = q5 * q5; q5q6 = q5 * q6; q5q7 = q5 * q7; q6q6 = q6 * q6; q6q7 = q6 * q7; q7q7 = q7 * q7; // Reference direction of Earth's magnetic field hx = 2.0f * (mx * (0.5f - q6q6 - q7q7) + my * (q5q6 - q4q7) + mz * (q5q7 + q4q6)); hy = 2.0f * (mx * (q5q6 + q4q7) + my * (0.5f - q5q5 - q7q7) + mz * (q6q7 - q4q5)); bx = sqrt(hx * hx + hy * hy); bz = 2.0f * (mx * (q5q7 - q4q6) + my * (q6q7 + q4q5) + mz * (0.5f - q5q5 - q6q6)); // Estimated direction of gravity and magnetic field halfvx = q5q7 - q4q6; halfvy = q4q5 + q6q7; halfvz = q4q4 - 0.5f + q7q7; halfwx = bx * (0.5f - q6q6 - q7q7) + bz * (q5q7 - q4q6); halfwy = bx * (q5q6 - q4q7) + bz * (q4q5 + q6q7); halfwz = bx * (q4q6 + q5q7) + bz * (0.5f - q5q5 - q6q6); // Error is sum of cross product between estimated direction and measured direction of field vectors halfex = (ay * halfvz - az * halfvy) + (my * halfwz - mz * halfwy); halfey = (az * halfvx - ax * halfvz) + (mz * halfwx - mx * halfwz); halfez = (ax * halfvy - ay * halfvx) + (mx * halfwy - my * halfwx); // Compute and apply integral feedback if enabled if(twoKi > 0.0f) { integralFBx += twoKi * halfex * (1.0f / sampleFreq); // integral error scaled by Ki integralFBy += twoKi * halfey * (1.0f / sampleFreq); integralFBz += twoKi * halfez * (1.0f / sampleFreq); gx += integralFBx; // apply integral feedback gy += integralFBy; gz += integralFBz; } else { integralFBx = 0.0f; // prevent integral windup integralFBy = 0.0f; integralFBz = 0.0f; } // Apply proportional feedback gx += twoKp * halfex; gy += twoKp * halfey; gz += twoKp * halfez; } // Integrate rate of change of quaternion gx *= (0.5f * (1.0f / sampleFreq)); // pre-multiply common factors gy *= (0.5f * (1.0f / sampleFreq)); gz *= (0.5f * (1.0f / sampleFreq)); qa = q4; qb = q5; qc = q6; q4 += (-qb * gx - qc * gy - q7 * gz); q5 += (qa * gx + qc * gz - q7 * gy); q6 += (qa * gy - qb * gz + q7 * gx); q7 += (qa * gz + qb * gy - qc * gx); // Normalise quaternion recipNorm = inv_Sqrt(q4 * q4 + q5 * q5 + q6 * q6 + q7 * q7); q4 *= recipNorm; q5 *= recipNorm; q6 *= recipNorm; q7 *= recipNorm; } //--------------------------------------------------------------------------------------------------- // IMU algorithm update void MahonyAHRS::updateIMU(float gx, float gy, float gz, float ax, float ay, float az) { float recipNorm; float halfvx, halfvy, halfvz; float halfex, halfey, halfez; float qa, qb, qc; // Compute feedback only if accelerometer measurement valid (avoids NaN in accelerometer normalisation) if(!((ax == 0.0f) && (ay == 0.0f) && (az == 0.0f))) { // Normalise accelerometer measurement recipNorm = inv_Sqrt(ax * ax + ay * ay + az * az); ax *= recipNorm; ay *= recipNorm; az *= recipNorm; // Estimated direction of gravity and vector perpendicular to magnetic flux halfvx = q5 * q7 - q4 * q6; halfvy = q4 * q5 + q6 * q7; halfvz = q4 * q4 - 0.5f + q7 * q7; // Error is sum of cross product between estimated and measured direction of gravity halfex = (ay * halfvz - az * halfvy); halfey = (az * halfvx - ax * halfvz); halfez = (ax * halfvy - ay * halfvx); // Compute and apply integral feedback if enabled if(twoKi > 0.0f) { integralFBx += twoKi * halfex * (1.0f / sampleFreq); // integral error scaled by Ki integralFBy += twoKi * halfey * (1.0f / sampleFreq); integralFBz += twoKi * halfez * (1.0f / sampleFreq); gx += integralFBx; // apply integral feedback gy += integralFBy; gz += integralFBz; } else { integralFBx = 0.0f; // prevent integral windup integralFBy = 0.0f; integralFBz = 0.0f; } // Apply proportional feedback gx += twoKp * halfex; gy += twoKp * halfey; gz += twoKp * halfez; } // Integrate rate of change of quaternion gx *= (0.5f * (1.0f / sampleFreq)); // pre-multiply common factors gy *= (0.5f * (1.0f / sampleFreq)); gz *= (0.5f * (1.0f / sampleFreq)); qa = q4; qb = q5; qc = q6; q4 += (-qb * gx - qc * gy - q7 * gz); q5 += (qa * gx + qc * gz - q7 * gy); q6 += (qa * gy - qb * gz + q7 * gx); q7 += (qa * gz + qb * gy - qc * gx); // Normalise quaternion recipNorm = inv_Sqrt(q4 * q4 + q5 * q5 + q6 * q6 + q7 * q7); q4 *= recipNorm; q5 *= recipNorm; q6 *= recipNorm; q7 *= recipNorm; } //--------------------------------------------------------------------------------------------------- // Fast inverse square-root // See: http://en.wikipedia.org/wiki/Fast_inverse_square_root float inv_Sqrt(float x) { float halfx = 0.5f * x; float y = x; long i = *(long*)&y; i = 0x5f3759df - (i>>1); y = *(float*)&i; y = y * (1.5f - (halfx * y * y)); return y; } void MahonyAHRS::getEuler(){ float gx = 2*(q5*q7 - q4*q6); float gy = 2 * (q4*q5 + q6*q7); float gz = q4*q4 - q5*q5 - q6*q6 + q7*q7; roll = atan(gy / sqrt(gx*gx + gz*gz)); pitch = atan(gx / sqrt(gy*gy + gz*gz)); yaw = atan2(2 * q5 * q6 - 2 * q4 * q7, 2 * q4*q4 + 2 * q5 * q5 - 1); roll = roll*180/PI; pitch = pitch*180/PI; yaw = yaw*180/PI; if (ceil(roll) - roll <= .5){ roll = ceil(roll); } else{ roll = floor(roll); } if (ceil(pitch) - pitch <= .5){ pitch = ceil(pitch); } else{ pitch = floor(pitch); } if (ceil(yaw) - yaw <= .5){ yaw = ceil(yaw); } else{ yaw = floor(yaw); } } int16_t MahonyAHRS::getRoll(){ return (int16_t)roll; } int16_t MahonyAHRS::getPitch(){ return (int16_t)pitch; } int16_t MahonyAHRS::getYaw(){ return (int16_t)yaw; } //==================================================================================================== // END OF CODE //====================================================================================================