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Dependencies: MPU9250_SPI mbed
main.cpp@12:5638ddcd8477, 2016-06-17 (annotated)
- Committer:
- mfurukawa
- Date:
- Fri Jun 17 15:09:49 2016 +0000
- Revision:
- 12:5638ddcd8477
- Parent:
- 11:3f0b35a0855c
- Child:
- 13:3487e01bd5db
stable CH2 angle output 912kbps;
Who changed what in which revision?
User | Revision | Line number | New contents of line |
---|---|---|---|
mfurukawa | 3:07aa20aa678d | 1 | /** |
mfurukawa | 3:07aa20aa678d | 2 | * Masahiro FURUKAWA - m.furukawa@ist.osaka-u.ac.jp |
mfurukawa | 8:03f9b5289083 | 3 | * |
mfurukawa | 6:ea0804dc7cae | 4 | * June 17, 2016 |
mfurukawa | 3:07aa20aa678d | 5 | * |
mfurukawa | 6:ea0804dc7cae | 6 | * MPU9250 9DoF Sensor (Extended to Ch1 ~ Ch2) |
mfurukawa | 3:07aa20aa678d | 7 | * |
mfurukawa | 3:07aa20aa678d | 8 | **/ |
mfurukawa | 3:07aa20aa678d | 9 | |
adisuciu | 0:83fda1bfaffe | 10 | #include "mbed.h" |
mfurukawa | 6:ea0804dc7cae | 11 | #include "MPU9250.h" |
mfurukawa | 10:28fa811afbfb | 12 | #include "KalmanFilter.h" |
mfurukawa | 12:5638ddcd8477 | 13 | |
mfurukawa | 12:5638ddcd8477 | 14 | |
mfurukawa | 12:5638ddcd8477 | 15 | /* MPU9250 Library |
mfurukawa | 12:5638ddcd8477 | 16 | * |
mfurukawa | 12:5638ddcd8477 | 17 | * https://developer.mbed.org/users/kylongmu/code/MPU9250_SPI_Test/file/5839d1b118bc/main.cpp |
mfurukawa | 12:5638ddcd8477 | 18 | |
mfurukawa | 1:f1e4ee4fc335 | 19 | MOSI (Master Out Slave In) p5 |
mfurukawa | 1:f1e4ee4fc335 | 20 | MISO (Master In Slave Out p6 |
mfurukawa | 1:f1e4ee4fc335 | 21 | SCK (Serial Clock) p7 |
mfurukawa | 6:ea0804dc7cae | 22 | ~CS (Chip Select) p8 |
mfurukawa | 12:5638ddcd8477 | 23 | */ |
mfurukawa | 10:28fa811afbfb | 24 | |
mfurukawa | 12:5638ddcd8477 | 25 | /* Reference |
mfurukawa | 12:5638ddcd8477 | 26 | * |
mfurukawa | 12:5638ddcd8477 | 27 | * AHRS algorithm is one of hte sensor fusion algorism. |
mfurukawa | 12:5638ddcd8477 | 28 | * http://www.x-io.co.uk/open-source-imu-and-ahrs-algorithms/AHRS algorithm is one of hte sensor fusion algorism. |
mfurukawa | 12:5638ddcd8477 | 29 | * http://www.x-io.co.uk/open-source-imu-and-ahrs-algorithms/ |
mfurukawa | 12:5638ddcd8477 | 30 | */ |
mfurukawa | 12:5638ddcd8477 | 31 | |
mfurukawa | 10:28fa811afbfb | 32 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 33 | // Definitions |
mfurukawa | 10:28fa811afbfb | 34 | |
mfurukawa | 10:28fa811afbfb | 35 | #define sampleFreq 500.0f // sample frequency in Hz |
mfurukawa | 10:28fa811afbfb | 36 | #define betaDef 1.0f // 2 * proportional gain |
mfurukawa | 10:28fa811afbfb | 37 | #define PI 3.14159265358979f |
mfurukawa | 10:28fa811afbfb | 38 | #define DEGREE2RAD PI/180.0f |
mfurukawa | 12:5638ddcd8477 | 39 | class MadgwickAHRS |
mfurukawa | 12:5638ddcd8477 | 40 | { |
mfurukawa | 10:28fa811afbfb | 41 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 42 | // Variable definitions |
mfurukawa | 10:28fa811afbfb | 43 | |
mfurukawa | 12:5638ddcd8477 | 44 | private: |
mfurukawa | 12:5638ddcd8477 | 45 | volatile float beta; // 2 * proportional gain (Kp) |
mfurukawa | 12:5638ddcd8477 | 46 | |
mfurukawa | 10:28fa811afbfb | 47 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 48 | // Function declarations |
mfurukawa | 12:5638ddcd8477 | 49 | public: |
mfurukawa | 12:5638ddcd8477 | 50 | volatile float q0,q1,q2,q3; // quaternion of sensor frame relative to auxiliary frame |
mfurukawa | 10:28fa811afbfb | 51 | |
mfurukawa | 12:5638ddcd8477 | 52 | MadgwickAHRS(); |
mfurukawa | 12:5638ddcd8477 | 53 | void update(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz); |
mfurukawa | 12:5638ddcd8477 | 54 | void updateIMU(float gx, float gy, float gz, float ax, float ay, float az); |
mfurukawa | 12:5638ddcd8477 | 55 | float invSqrt(float x); |
mfurukawa | 12:5638ddcd8477 | 56 | }; |
mfurukawa | 10:28fa811afbfb | 57 | //==================================================================================================== |
mfurukawa | 10:28fa811afbfb | 58 | // Functions |
mfurukawa | 10:28fa811afbfb | 59 | |
mfurukawa | 10:28fa811afbfb | 60 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 61 | // AHRS algorithm update |
mfurukawa | 12:5638ddcd8477 | 62 | MadgwickAHRS::MadgwickAHRS() |
mfurukawa | 12:5638ddcd8477 | 63 | { |
mfurukawa | 12:5638ddcd8477 | 64 | beta = betaDef; // 2 * proportional gain (Kp) |
mfurukawa | 12:5638ddcd8477 | 65 | q0 = 1.0f; |
mfurukawa | 12:5638ddcd8477 | 66 | q1 = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 67 | q2 = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 68 | q3 = 0.0f; // quaternion of sensor frame relative to auxiliary frame |
mfurukawa | 12:5638ddcd8477 | 69 | } |
mfurukawa | 12:5638ddcd8477 | 70 | void MadgwickAHRS::update(float gx, float gy, float gz, float ax, float ay, float az, float mx, float my, float mz) |
mfurukawa | 11:3f0b35a0855c | 71 | { |
mfurukawa | 10:28fa811afbfb | 72 | float recipNorm; |
mfurukawa | 10:28fa811afbfb | 73 | float s0, s1, s2, s3; |
mfurukawa | 10:28fa811afbfb | 74 | float qDot1, qDot2, qDot3, qDot4; |
mfurukawa | 10:28fa811afbfb | 75 | float hx, hy; |
mfurukawa | 10:28fa811afbfb | 76 | float _2q0mx, _2q0my, _2q0mz, _2q1mx, _2bx, _2bz, _4bx, _4bz, _2q0, _2q1, _2q2, _2q3, _2q0q2, _2q2q3, q0q0, q0q1, q0q2, q0q3, q1q1, q1q2, q1q3, q2q2, q2q3, q3q3; |
mfurukawa | 10:28fa811afbfb | 77 | |
mfurukawa | 10:28fa811afbfb | 78 | // Use IMU algorithm if magnetometer measurement invalid (avoids NaN in magnetometer normalisation) |
mfurukawa | 10:28fa811afbfb | 79 | if((mx == 0.0f) && (my == 0.0f) && (mz == 0.0f)) { |
mfurukawa | 12:5638ddcd8477 | 80 | updateIMU(gx, gy, gz, ax, ay, az); |
mfurukawa | 10:28fa811afbfb | 81 | return; |
mfurukawa | 10:28fa811afbfb | 82 | } |
mfurukawa | 10:28fa811afbfb | 83 | |
mfurukawa | 10:28fa811afbfb | 84 | // Rate of change of quaternion from gyroscope |
mfurukawa | 10:28fa811afbfb | 85 | qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz); |
mfurukawa | 10:28fa811afbfb | 86 | qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy); |
mfurukawa | 10:28fa811afbfb | 87 | qDot3 = 0.5f * (q0 * gy - q1 * gz + q3 * gx); |
mfurukawa | 10:28fa811afbfb | 88 | qDot4 = 0.5f * (q0 * gz + q1 * gy - q2 * gx); |
mfurukawa | 10:28fa811afbfb | 89 | |
mfurukawa | 10:28fa811afbfb | 90 | // Compute feedback only if accelerometer measurement valid (avoids NaN in accelerometer normalisation) |
mfurukawa | 10:28fa811afbfb | 91 | if(!((ax == 0.0f) && (ay == 0.0f) && (az == 0.0f))) { |
mfurukawa | 6:ea0804dc7cae | 92 | |
mfurukawa | 10:28fa811afbfb | 93 | // Normalise accelerometer measurement |
mfurukawa | 10:28fa811afbfb | 94 | recipNorm = invSqrt(ax * ax + ay * ay + az * az); |
mfurukawa | 10:28fa811afbfb | 95 | ax *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 96 | ay *= recipNorm; |
mfurukawa | 11:3f0b35a0855c | 97 | az *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 98 | |
mfurukawa | 10:28fa811afbfb | 99 | // Normalise magnetometer measurement |
mfurukawa | 10:28fa811afbfb | 100 | recipNorm = invSqrt(mx * mx + my * my + mz * mz); |
mfurukawa | 10:28fa811afbfb | 101 | mx *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 102 | my *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 103 | mz *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 104 | |
mfurukawa | 10:28fa811afbfb | 105 | // Auxiliary variables to avoid repeated arithmetic |
mfurukawa | 10:28fa811afbfb | 106 | _2q0mx = 2.0f * q0 * mx; |
mfurukawa | 10:28fa811afbfb | 107 | _2q0my = 2.0f * q0 * my; |
mfurukawa | 10:28fa811afbfb | 108 | _2q0mz = 2.0f * q0 * mz; |
mfurukawa | 10:28fa811afbfb | 109 | _2q1mx = 2.0f * q1 * mx; |
mfurukawa | 10:28fa811afbfb | 110 | _2q0 = 2.0f * q0; |
mfurukawa | 10:28fa811afbfb | 111 | _2q1 = 2.0f * q1; |
mfurukawa | 10:28fa811afbfb | 112 | _2q2 = 2.0f * q2; |
mfurukawa | 10:28fa811afbfb | 113 | _2q3 = 2.0f * q3; |
mfurukawa | 10:28fa811afbfb | 114 | _2q0q2 = 2.0f * q0 * q2; |
mfurukawa | 10:28fa811afbfb | 115 | _2q2q3 = 2.0f * q2 * q3; |
mfurukawa | 10:28fa811afbfb | 116 | q0q0 = q0 * q0; |
mfurukawa | 10:28fa811afbfb | 117 | q0q1 = q0 * q1; |
mfurukawa | 10:28fa811afbfb | 118 | q0q2 = q0 * q2; |
mfurukawa | 10:28fa811afbfb | 119 | q0q3 = q0 * q3; |
mfurukawa | 10:28fa811afbfb | 120 | q1q1 = q1 * q1; |
mfurukawa | 10:28fa811afbfb | 121 | q1q2 = q1 * q2; |
mfurukawa | 10:28fa811afbfb | 122 | q1q3 = q1 * q3; |
mfurukawa | 10:28fa811afbfb | 123 | q2q2 = q2 * q2; |
mfurukawa | 10:28fa811afbfb | 124 | q2q3 = q2 * q3; |
mfurukawa | 10:28fa811afbfb | 125 | q3q3 = q3 * q3; |
mfurukawa | 10:28fa811afbfb | 126 | |
mfurukawa | 10:28fa811afbfb | 127 | // Reference direction of Earth's magnetic field |
mfurukawa | 10:28fa811afbfb | 128 | hx = mx * q0q0 - _2q0my * q3 + _2q0mz * q2 + mx * q1q1 + _2q1 * my * q2 + _2q1 * mz * q3 - mx * q2q2 - mx * q3q3; |
mfurukawa | 10:28fa811afbfb | 129 | hy = _2q0mx * q3 + my * q0q0 - _2q0mz * q1 + _2q1mx * q2 - my * q1q1 + my * q2q2 + _2q2 * mz * q3 - my * q3q3; |
mfurukawa | 10:28fa811afbfb | 130 | _2bx = sqrt(hx * hx + hy * hy); |
mfurukawa | 10:28fa811afbfb | 131 | _2bz = -_2q0mx * q2 + _2q0my * q1 + mz * q0q0 + _2q1mx * q3 - mz * q1q1 + _2q2 * my * q3 - mz * q2q2 + mz * q3q3; |
mfurukawa | 10:28fa811afbfb | 132 | _4bx = 2.0f * _2bx; |
mfurukawa | 10:28fa811afbfb | 133 | _4bz = 2.0f * _2bz; |
mfurukawa | 10:28fa811afbfb | 134 | |
mfurukawa | 10:28fa811afbfb | 135 | // Gradient decent algorithm corrective step |
mfurukawa | 10:28fa811afbfb | 136 | s0 = -_2q2 * (2.0f * q1q3 - _2q0q2 - ax) + _2q1 * (2.0f * q0q1 + _2q2q3 - ay) - _2bz * q2 * (_2bx * (0.5f - q2q2 - q3q3) + _2bz * (q1q3 - q0q2) - mx) + (-_2bx * q3 + _2bz * q1) * (_2bx * (q1q2 - q0q3) + _2bz * (q0q1 + q2q3) - my) + _2bx * q2 * (_2bx * (q0q2 + q1q3) + _2bz * (0.5f - q1q1 - q2q2) - mz); |
mfurukawa | 10:28fa811afbfb | 137 | s1 = _2q3 * (2.0f * q1q3 - _2q0q2 - ax) + _2q0 * (2.0f * q0q1 + _2q2q3 - ay) - 4.0f * q1 * (1 - 2.0f * q1q1 - 2.0f * q2q2 - az) + _2bz * q3 * (_2bx * (0.5f - q2q2 - q3q3) + _2bz * (q1q3 - q0q2) - mx) + (_2bx * q2 + _2bz * q0) * (_2bx * (q1q2 - q0q3) + _2bz * (q0q1 + q2q3) - my) + (_2bx * q3 - _4bz * q1) * (_2bx * (q0q2 + q1q3) + _2bz * (0.5f - q1q1 - q2q2) - mz); |
mfurukawa | 10:28fa811afbfb | 138 | s2 = -_2q0 * (2.0f * q1q3 - _2q0q2 - ax) + _2q3 * (2.0f * q0q1 + _2q2q3 - ay) - 4.0f * q2 * (1 - 2.0f * q1q1 - 2.0f * q2q2 - az) + (-_4bx * q2 - _2bz * q0) * (_2bx * (0.5f - q2q2 - q3q3) + _2bz * (q1q3 - q0q2) - mx) + (_2bx * q1 + _2bz * q3) * (_2bx * (q1q2 - q0q3) + _2bz * (q0q1 + q2q3) - my) + (_2bx * q0 - _4bz * q2) * (_2bx * (q0q2 + q1q3) + _2bz * (0.5f - q1q1 - q2q2) - mz); |
mfurukawa | 10:28fa811afbfb | 139 | s3 = _2q1 * (2.0f * q1q3 - _2q0q2 - ax) + _2q2 * (2.0f * q0q1 + _2q2q3 - ay) + (-_4bx * q3 + _2bz * q1) * (_2bx * (0.5f - q2q2 - q3q3) + _2bz * (q1q3 - q0q2) - mx) + (-_2bx * q0 + _2bz * q2) * (_2bx * (q1q2 - q0q3) + _2bz * (q0q1 + q2q3) - my) + _2bx * q1 * (_2bx * (q0q2 + q1q3) + _2bz * (0.5f - q1q1 - q2q2) - mz); |
mfurukawa | 10:28fa811afbfb | 140 | recipNorm = invSqrt(s0 * s0 + s1 * s1 + s2 * s2 + s3 * s3); // normalise step magnitude |
mfurukawa | 10:28fa811afbfb | 141 | s0 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 142 | s1 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 143 | s2 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 144 | s3 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 145 | |
mfurukawa | 10:28fa811afbfb | 146 | // Apply feedback step |
mfurukawa | 10:28fa811afbfb | 147 | qDot1 -= beta * s0; |
mfurukawa | 10:28fa811afbfb | 148 | qDot2 -= beta * s1; |
mfurukawa | 10:28fa811afbfb | 149 | qDot3 -= beta * s2; |
mfurukawa | 10:28fa811afbfb | 150 | qDot4 -= beta * s3; |
mfurukawa | 10:28fa811afbfb | 151 | } |
mfurukawa | 8:03f9b5289083 | 152 | |
mfurukawa | 10:28fa811afbfb | 153 | // Integrate rate of change of quaternion to yield quaternion |
mfurukawa | 10:28fa811afbfb | 154 | q0 += qDot1 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 155 | q1 += qDot2 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 156 | q2 += qDot3 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 157 | q3 += qDot4 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 158 | |
mfurukawa | 10:28fa811afbfb | 159 | // Normalise quaternion |
mfurukawa | 10:28fa811afbfb | 160 | recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3); |
mfurukawa | 10:28fa811afbfb | 161 | q0 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 162 | q1 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 163 | q2 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 164 | q3 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 165 | } |
mfurukawa | 10:28fa811afbfb | 166 | |
mfurukawa | 10:28fa811afbfb | 167 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 168 | // IMU algorithm update |
mfurukawa | 10:28fa811afbfb | 169 | |
mfurukawa | 12:5638ddcd8477 | 170 | void MadgwickAHRS::updateIMU(float gx, float gy, float gz, float ax, float ay, float az) |
mfurukawa | 11:3f0b35a0855c | 171 | { |
mfurukawa | 10:28fa811afbfb | 172 | float recipNorm; |
mfurukawa | 10:28fa811afbfb | 173 | float s0, s1, s2, s3; |
mfurukawa | 10:28fa811afbfb | 174 | float qDot1, qDot2, qDot3, qDot4; |
mfurukawa | 10:28fa811afbfb | 175 | float _2q0, _2q1, _2q2, _2q3, _4q0, _4q1, _4q2 ,_8q1, _8q2, q0q0, q1q1, q2q2, q3q3; |
mfurukawa | 10:28fa811afbfb | 176 | |
mfurukawa | 10:28fa811afbfb | 177 | // Rate of change of quaternion from gyroscope |
mfurukawa | 10:28fa811afbfb | 178 | qDot1 = 0.5f * (-q1 * gx - q2 * gy - q3 * gz); |
mfurukawa | 10:28fa811afbfb | 179 | qDot2 = 0.5f * (q0 * gx + q2 * gz - q3 * gy); |
mfurukawa | 10:28fa811afbfb | 180 | qDot3 = 0.5f * (q0 * gy - q1 * gz + q3 * gx); |
mfurukawa | 10:28fa811afbfb | 181 | qDot4 = 0.5f * (q0 * gz + q1 * gy - q2 * gx); |
mfurukawa | 10:28fa811afbfb | 182 | |
mfurukawa | 10:28fa811afbfb | 183 | // Compute feedback only if accelerometer measurement valid (avoids NaN in accelerometer normalisation) |
mfurukawa | 10:28fa811afbfb | 184 | if(!((ax == 0.0f) && (ay == 0.0f) && (az == 0.0f))) { |
mfurukawa | 10:28fa811afbfb | 185 | |
mfurukawa | 10:28fa811afbfb | 186 | // Normalise accelerometer measurement |
mfurukawa | 10:28fa811afbfb | 187 | recipNorm = invSqrt(ax * ax + ay * ay + az * az); |
mfurukawa | 10:28fa811afbfb | 188 | ax *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 189 | ay *= recipNorm; |
mfurukawa | 11:3f0b35a0855c | 190 | az *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 191 | |
mfurukawa | 10:28fa811afbfb | 192 | // Auxiliary variables to avoid repeated arithmetic |
mfurukawa | 10:28fa811afbfb | 193 | _2q0 = 2.0f * q0; |
mfurukawa | 10:28fa811afbfb | 194 | _2q1 = 2.0f * q1; |
mfurukawa | 10:28fa811afbfb | 195 | _2q2 = 2.0f * q2; |
mfurukawa | 10:28fa811afbfb | 196 | _2q3 = 2.0f * q3; |
mfurukawa | 10:28fa811afbfb | 197 | _4q0 = 4.0f * q0; |
mfurukawa | 10:28fa811afbfb | 198 | _4q1 = 4.0f * q1; |
mfurukawa | 10:28fa811afbfb | 199 | _4q2 = 4.0f * q2; |
mfurukawa | 10:28fa811afbfb | 200 | _8q1 = 8.0f * q1; |
mfurukawa | 10:28fa811afbfb | 201 | _8q2 = 8.0f * q2; |
mfurukawa | 10:28fa811afbfb | 202 | q0q0 = q0 * q0; |
mfurukawa | 10:28fa811afbfb | 203 | q1q1 = q1 * q1; |
mfurukawa | 10:28fa811afbfb | 204 | q2q2 = q2 * q2; |
mfurukawa | 10:28fa811afbfb | 205 | q3q3 = q3 * q3; |
mfurukawa | 6:ea0804dc7cae | 206 | |
mfurukawa | 10:28fa811afbfb | 207 | // Gradient decent algorithm corrective step |
mfurukawa | 10:28fa811afbfb | 208 | s0 = _4q0 * q2q2 + _2q2 * ax + _4q0 * q1q1 - _2q1 * ay; |
mfurukawa | 10:28fa811afbfb | 209 | s1 = _4q1 * q3q3 - _2q3 * ax + 4.0f * q0q0 * q1 - _2q0 * ay - _4q1 + _8q1 * q1q1 + _8q1 * q2q2 + _4q1 * az; |
mfurukawa | 10:28fa811afbfb | 210 | s2 = 4.0f * q0q0 * q2 + _2q0 * ax + _4q2 * q3q3 - _2q3 * ay - _4q2 + _8q2 * q1q1 + _8q2 * q2q2 + _4q2 * az; |
mfurukawa | 10:28fa811afbfb | 211 | s3 = 4.0f * q1q1 * q3 - _2q1 * ax + 4.0f * q2q2 * q3 - _2q2 * ay; |
mfurukawa | 10:28fa811afbfb | 212 | recipNorm = invSqrt(s0 * s0 + s1 * s1 + s2 * s2 + s3 * s3); // normalise step magnitude |
mfurukawa | 10:28fa811afbfb | 213 | s0 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 214 | s1 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 215 | s2 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 216 | s3 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 217 | |
mfurukawa | 10:28fa811afbfb | 218 | // Apply feedback step |
mfurukawa | 10:28fa811afbfb | 219 | qDot1 -= beta * s0; |
mfurukawa | 10:28fa811afbfb | 220 | qDot2 -= beta * s1; |
mfurukawa | 10:28fa811afbfb | 221 | qDot3 -= beta * s2; |
mfurukawa | 10:28fa811afbfb | 222 | qDot4 -= beta * s3; |
mfurukawa | 10:28fa811afbfb | 223 | } |
mfurukawa | 10:28fa811afbfb | 224 | |
mfurukawa | 10:28fa811afbfb | 225 | // Integrate rate of change of quaternion to yield quaternion |
mfurukawa | 10:28fa811afbfb | 226 | q0 += qDot1 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 227 | q1 += qDot2 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 228 | q2 += qDot3 * (1.0f / sampleFreq); |
mfurukawa | 10:28fa811afbfb | 229 | q3 += qDot4 * (1.0f / sampleFreq); |
mfurukawa | 8:03f9b5289083 | 230 | |
mfurukawa | 10:28fa811afbfb | 231 | // Normalise quaternion |
mfurukawa | 10:28fa811afbfb | 232 | recipNorm = invSqrt(q0 * q0 + q1 * q1 + q2 * q2 + q3 * q3); |
mfurukawa | 10:28fa811afbfb | 233 | q0 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 234 | q1 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 235 | q2 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 236 | q3 *= recipNorm; |
mfurukawa | 10:28fa811afbfb | 237 | } |
mfurukawa | 10:28fa811afbfb | 238 | |
mfurukawa | 10:28fa811afbfb | 239 | //--------------------------------------------------------------------------------------------------- |
mfurukawa | 10:28fa811afbfb | 240 | // Fast inverse square-root |
mfurukawa | 10:28fa811afbfb | 241 | // See: http://en.wikipedia.org/wiki/Fast_inverse_square_root |
mfurukawa | 10:28fa811afbfb | 242 | |
mfurukawa | 12:5638ddcd8477 | 243 | float MadgwickAHRS::invSqrt(float x) |
mfurukawa | 11:3f0b35a0855c | 244 | { |
mfurukawa | 10:28fa811afbfb | 245 | float halfx = 0.5f * x; |
mfurukawa | 10:28fa811afbfb | 246 | float y = x; |
mfurukawa | 10:28fa811afbfb | 247 | long i = *(long*)&y; |
mfurukawa | 10:28fa811afbfb | 248 | i = 0x5f3759df - (i>>1); |
mfurukawa | 10:28fa811afbfb | 249 | y = *(float*)&i; |
mfurukawa | 10:28fa811afbfb | 250 | y = y * (1.5f - (halfx * y * y)); |
mfurukawa | 10:28fa811afbfb | 251 | return y; |
mfurukawa | 10:28fa811afbfb | 252 | } |
mfurukawa | 10:28fa811afbfb | 253 | |
mfurukawa | 10:28fa811afbfb | 254 | |
mfurukawa | 10:28fa811afbfb | 255 | |
mfurukawa | 10:28fa811afbfb | 256 | //define the mpu9250 object |
mfurukawa | 10:28fa811afbfb | 257 | mpu9250_spi *imu[2]; |
mfurukawa | 12:5638ddcd8477 | 258 | MadgwickAHRS *ahrs[2]; |
mfurukawa | 10:28fa811afbfb | 259 | Serial pc(USBTX, USBRX); |
mfurukawa | 10:28fa811afbfb | 260 | SPI spi(p5, p6, p7); |
mfurukawa | 10:28fa811afbfb | 261 | KalmanFilter *kf[12]; |
mfurukawa | 10:28fa811afbfb | 262 | Ticker ticker; |
mfurukawa | 10:28fa811afbfb | 263 | |
mfurukawa | 10:28fa811afbfb | 264 | float x,y,z,gxOfs,gyOfs,gzOfs; |
mfurukawa | 10:28fa811afbfb | 265 | // Calibration wait |
mfurukawa | 10:28fa811afbfb | 266 | |
mfurukawa | 12:5638ddcd8477 | 267 | void resetOffset(void) |
mfurukawa | 11:3f0b35a0855c | 268 | { |
mfurukawa | 11:3f0b35a0855c | 269 | |
mfurukawa | 12:5638ddcd8477 | 270 | gxOfs = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 271 | gyOfs = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 272 | gzOfs = 0.0f; |
mfurukawa | 11:3f0b35a0855c | 273 | |
mfurukawa | 11:3f0b35a0855c | 274 | imu[0]->deselect(); |
mfurukawa | 11:3f0b35a0855c | 275 | imu[1]->deselect(); |
mfurukawa | 11:3f0b35a0855c | 276 | |
mfurukawa | 11:3f0b35a0855c | 277 | imu[0]->select(); |
mfurukawa | 11:3f0b35a0855c | 278 | |
mfurukawa | 11:3f0b35a0855c | 279 | for(int i=0; i<1000; i++) { |
mfurukawa | 11:3f0b35a0855c | 280 | |
mfurukawa | 11:3f0b35a0855c | 281 | imu[0]->read_all(); |
mfurukawa | 11:3f0b35a0855c | 282 | |
mfurukawa | 11:3f0b35a0855c | 283 | gxOfs += imu[0]->gyroscope_data[0]; |
mfurukawa | 11:3f0b35a0855c | 284 | gyOfs += imu[0]->gyroscope_data[1]; |
mfurukawa | 11:3f0b35a0855c | 285 | gzOfs += imu[0]->gyroscope_data[2]; |
mfurukawa | 11:3f0b35a0855c | 286 | |
mfurukawa | 11:3f0b35a0855c | 287 | wait_us(1000000.0f/sampleFreq); |
mfurukawa | 11:3f0b35a0855c | 288 | } |
mfurukawa | 11:3f0b35a0855c | 289 | |
mfurukawa | 12:5638ddcd8477 | 290 | gxOfs /= 1000.0f; |
mfurukawa | 12:5638ddcd8477 | 291 | gyOfs /= 1000.0f; |
mfurukawa | 12:5638ddcd8477 | 292 | gzOfs /= 1000.0f; |
mfurukawa | 11:3f0b35a0855c | 293 | |
mfurukawa | 12:5638ddcd8477 | 294 | ahrs[0]->q0 = 1.0f; |
mfurukawa | 12:5638ddcd8477 | 295 | ahrs[0]->q1 = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 296 | ahrs[0]->q2 = 0.0f; |
mfurukawa | 12:5638ddcd8477 | 297 | ahrs[0]->q3 = 0.0f; |
mfurukawa | 11:3f0b35a0855c | 298 | } |
mfurukawa | 11:3f0b35a0855c | 299 | |
mfurukawa | 11:3f0b35a0855c | 300 | void init(void) |
mfurukawa | 11:3f0b35a0855c | 301 | { |
mfurukawa | 11:3f0b35a0855c | 302 | |
mfurukawa | 10:28fa811afbfb | 303 | pc.baud(921600); |
mfurukawa | 11:3f0b35a0855c | 304 | |
mfurukawa | 6:ea0804dc7cae | 305 | imu[0] = new mpu9250_spi(spi, p8); |
mfurukawa | 6:ea0804dc7cae | 306 | imu[1] = new mpu9250_spi(spi, p9); |
mfurukawa | 11:3f0b35a0855c | 307 | |
mfurukawa | 12:5638ddcd8477 | 308 | ahrs[0] = new MadgwickAHRS(); |
mfurukawa | 12:5638ddcd8477 | 309 | ahrs[1] = new MadgwickAHRS(); |
mfurukawa | 11:3f0b35a0855c | 310 | |
mfurukawa | 8:03f9b5289083 | 311 | for(int i=0; i<2; i++) { |
mfurukawa | 11:3f0b35a0855c | 312 | |
mfurukawa | 7:758a94e02aa7 | 313 | imu[0]->deselect(); |
mfurukawa | 7:758a94e02aa7 | 314 | imu[1]->deselect(); |
mfurukawa | 7:758a94e02aa7 | 315 | imu[i]->select(); |
mfurukawa | 8:03f9b5289083 | 316 | |
mfurukawa | 8:03f9b5289083 | 317 | if(imu[i]->init(1,BITS_DLPF_CFG_188HZ)) { //INIT the mpu9250 |
mfurukawa | 12:5638ddcd8477 | 318 | printf("\nCH %d\n\nCouldn't initialize MPU9250 via SPI!", i); |
mfurukawa | 10:28fa811afbfb | 319 | wait(90); |
mfurukawa | 8:03f9b5289083 | 320 | } |
mfurukawa | 12:5638ddcd8477 | 321 | printf("\nCH %d\nWHOAMI=0x%2x\n",i, imu[i]->whoami()); //output the I2C address to know if SPI is working, it should be 104 |
mfurukawa | 10:28fa811afbfb | 322 | printf("Gyro_scale=%u\n",imu[i]->set_gyro_scale(BITS_FS_1000DPS)); //Set full scale range for gyros |
mfurukawa | 6:ea0804dc7cae | 323 | printf("Acc_scale=%u\n",imu[i]->set_acc_scale(BITS_FS_16G)); //Set full scale range for accs |
mfurukawa | 6:ea0804dc7cae | 324 | printf("AK8963 WHIAM=0x%2x\n",imu[i]->AK8963_whoami()); |
mfurukawa | 6:ea0804dc7cae | 325 | imu[i]->AK8963_calib_Magnetometer(); |
mfurukawa | 8:03f9b5289083 | 326 | wait(0.1); |
mfurukawa | 7:758a94e02aa7 | 327 | } |
mfurukawa | 12:5638ddcd8477 | 328 | resetOffset(); |
mfurukawa | 10:28fa811afbfb | 329 | } |
mfurukawa | 8:03f9b5289083 | 330 | |
mfurukawa | 10:28fa811afbfb | 331 | void eventFunc(void) |
mfurukawa | 10:28fa811afbfb | 332 | { |
mfurukawa | 12:5638ddcd8477 | 333 | for(int i=0; i<2; i++) { |
mfurukawa | 11:3f0b35a0855c | 334 | |
mfurukawa | 10:28fa811afbfb | 335 | imu[0]->deselect(); |
mfurukawa | 10:28fa811afbfb | 336 | imu[1]->deselect(); |
mfurukawa | 11:3f0b35a0855c | 337 | |
mfurukawa | 10:28fa811afbfb | 338 | imu[i]->select(); |
mfurukawa | 10:28fa811afbfb | 339 | imu[i]->read_all(); |
mfurukawa | 12:5638ddcd8477 | 340 | } |
mfurukawa | 12:5638ddcd8477 | 341 | for(int i=0; i<2; i++) { |
mfurukawa | 12:5638ddcd8477 | 342 | ahrs[i]->update( |
mfurukawa | 10:28fa811afbfb | 343 | (imu[i]->gyroscope_data[0]-gxOfs)*DEGREE2RAD, |
mfurukawa | 10:28fa811afbfb | 344 | (imu[i]->gyroscope_data[1]-gyOfs)*DEGREE2RAD, |
mfurukawa | 10:28fa811afbfb | 345 | (imu[i]->gyroscope_data[2]-gzOfs)*DEGREE2RAD, |
mfurukawa | 10:28fa811afbfb | 346 | imu[i]->accelerometer_data[0], |
mfurukawa | 10:28fa811afbfb | 347 | imu[i]->accelerometer_data[1], |
mfurukawa | 10:28fa811afbfb | 348 | imu[i]->accelerometer_data[2], |
mfurukawa | 10:28fa811afbfb | 349 | imu[i]->Magnetometer[0], |
mfurukawa | 10:28fa811afbfb | 350 | imu[i]->Magnetometer[1], |
mfurukawa | 10:28fa811afbfb | 351 | imu[i]->Magnetometer[2] |
mfurukawa | 10:28fa811afbfb | 352 | ); |
mfurukawa | 11:3f0b35a0855c | 353 | |
mfurukawa | 12:5638ddcd8477 | 354 | printf("%+0.3f,%+0.3f,%+0.3f,%+0.3f,", |
mfurukawa | 12:5638ddcd8477 | 355 | ahrs[i]->q0,ahrs[i]->q1,ahrs[i]->q2,ahrs[i]->q3); |
mfurukawa | 11:3f0b35a0855c | 356 | } |
mfurukawa | 12:5638ddcd8477 | 357 | printf("\n"); |
mfurukawa | 10:28fa811afbfb | 358 | } |
mfurukawa | 10:28fa811afbfb | 359 | |
mfurukawa | 10:28fa811afbfb | 360 | int main() |
mfurukawa | 10:28fa811afbfb | 361 | { |
mfurukawa | 10:28fa811afbfb | 362 | init(); |
mfurukawa | 11:3f0b35a0855c | 363 | |
mfurukawa | 11:3f0b35a0855c | 364 | ticker.attach_us(eventFunc, 1000000.0f/sampleFreq); |
mfurukawa | 11:3f0b35a0855c | 365 | |
mfurukawa | 10:28fa811afbfb | 366 | while(1) { |
mfurukawa | 11:3f0b35a0855c | 367 | |
mfurukawa | 11:3f0b35a0855c | 368 | if(pc.readable()) |
mfurukawa | 11:3f0b35a0855c | 369 | if(pc.getc() == 'r') { |
mfurukawa | 11:3f0b35a0855c | 370 | ticker.detach(); |
mfurukawa | 12:5638ddcd8477 | 371 | resetOffset(); |
mfurukawa | 11:3f0b35a0855c | 372 | ticker.attach_us(eventFunc, 1000000.0f/sampleFreq); |
mfurukawa | 11:3f0b35a0855c | 373 | } |
mfurukawa | 11:3f0b35a0855c | 374 | /* |
mfurukawa | 11:3f0b35a0855c | 375 | imu[i]->read_all(); |
mfurukawa | 11:3f0b35a0855c | 376 | printf("%10.3f,%10.3f,%10.3f,%10.3f,%10.3f,%10.3f,%10.3f,%10.3f,%10.3f,%10.3f ", |
mfurukawa | 11:3f0b35a0855c | 377 | imu[i]->Temperature, |
mfurukawa | 11:3f0b35a0855c | 378 | imu[i]->gyroscope_data[0], |
mfurukawa | 11:3f0b35a0855c | 379 | imu[i]->gyroscope_data[1], |
mfurukawa | 11:3f0b35a0855c | 380 | imu[i]->gyroscope_data[2], |
mfurukawa | 11:3f0b35a0855c | 381 | imu[i]->accelerometer_data[0], |
mfurukawa | 11:3f0b35a0855c | 382 | imu[i]->accelerometer_data[1], |
mfurukawa | 11:3f0b35a0855c | 383 | imu[i]->accelerometer_data[2], |
mfurukawa | 11:3f0b35a0855c | 384 | imu[i]->Magnetometer[0], |
mfurukawa | 11:3f0b35a0855c | 385 | imu[i]->Magnetometer[1], |
mfurukawa | 11:3f0b35a0855c | 386 | imu[i]->Magnetometer[2] |
mfurukawa | 11:3f0b35a0855c | 387 | );*/ |
mfurukawa | 11:3f0b35a0855c | 388 | //myled = 0; |
mfurukawa | 11:3f0b35a0855c | 389 | //wait(0.5); |
adisuciu | 0:83fda1bfaffe | 390 | } |
adisuciu | 0:83fda1bfaffe | 391 | } |