MPU9250 Basic Example Code
Diff: MPU9250.h
- Revision:
- 2:55ab1dcffe0c
- Parent:
- 1:fc94c7336b7c
--- a/MPU9250.h Fri Mar 01 09:47:40 2019 +0000 +++ b/MPU9250.h Fri Sep 03 04:53:40 2021 +0000 @@ -1,18 +1,8 @@ -/***** - Library based on MPU-9250_Snowda library. It has been modified by Josué Olmeda Castelló for imasD Tecnología. It uses the - mbed I2C class for comunications between the sensor and the master controller. - Methods related with data filtering have not been tested. - AD0 should be connected to GND. - 04/05/2015 -*****/ - #ifndef MPU9250_H #define MPU9250_H #include "mbed.h" #include "math.h" - -#define M_PI 3.14159265358979323846 // See also MPU-9250 Register Map and Descriptions, Revision 4.0, RM-MPU-9250A-00, Rev. 1.4, 9/9/2013 for registers not listed in // above document; the MPU9250 and MPU9150 are virtually identical but the latter has a different register map @@ -198,10 +188,9 @@ uint8_t Mscale = MFS_16BITS; // MFS_14BITS or MFS_16BITS, 14-bit or 16-bit magnetometer resolution uint8_t Mmode = 0x06; // Either 8 Hz 0x02) or 100 Hz (0x06) magnetometer data ODR float aRes, gRes, mRes; // scale resolutions per LSB for the sensors -int I2Cstate=1; // If I2Cstate!=0, I2C read or write operation has failed //Set up I2C, (SDA,SCL) -//I2C i2c(I2C_SDA, I2C_SCL); +I2C i2c(I2C_SDA, I2C_SCL); DigitalOut myled(LED1); @@ -211,18 +200,12 @@ int16_t accelCount[3]; // Stores the 16-bit signed accelerometer sensor output int16_t gyroCount[3]; // Stores the 16-bit signed gyro sensor output int16_t magCount[3]; // Stores the 16-bit signed magnetometer sensor output -int16_t minMagCount[3] = {INT16_MAX, INT16_MAX, INT16_MAX}; -int16_t maxMagCount[3] = {INT16_MIN, INT16_MIN, INT16_MIN}; // Stores the 16-bit signed magnetometer minimum and maximum sensor output - float magCalibration[3] = {0, 0, 0}, magbias[3] = {0, 0, 0}; // Factory mag calibration and mag bias -float magScale[3] = {1, 1, 1}; // Magnetometer scalig for x, y and z axis float gyroBias[3] = {0, 0, 0}, accelBias[3] = {0, 0, 0}; // Bias corrections for gyro and accelerometer float ax, ay, az, gx, gy, gz, mx, my, mz; // variables to hold latest sensor data values int16_t tempCount; // Stores the real internal chip temperature in degrees Celsius float temperature; float SelfTest[6]; -float orientation[1]; -float magn_x, magn_y; int delt_t = 0; // used to control display output rate int count = 0; // used to control display output rate @@ -243,491 +226,456 @@ float eInt[3] = {0.0f, 0.0f, 0.0f}; // vector to hold integral error for Mahony method class MPU9250 { - - private: - - I2C i2c; - + protected: public: - - MPU9250(I2C &i2c_ref) : i2c(i2c_ref) - { - - } - - //=================================================================================================================== - //====== Set of useful function to access acceleration, gyroscope, and temperature data - //=================================================================================================================== + //=================================================================================================================== +//====== Set of useful function to access acceleratio, gyroscope, and temperature data +//=================================================================================================================== void writeByte(uint8_t address, uint8_t subAddress, uint8_t data) - { - char data_write[2]; - data_write[0] = subAddress; - data_write[1] = data; - I2Cstate = i2c.write(address, data_write, 2, 0); - } +{ + char data_write[2]; + data_write[0] = subAddress; + data_write[1] = data; + i2c.write(address, data_write, 2, 0); +} char readByte(uint8_t address, uint8_t subAddress) - { - char data[1]; // `data` will store the register data - char data_write[1]; - data_write[0] = subAddress; - I2Cstate = i2c.write(address, data_write, 1, 1); // no stop - I2Cstate = i2c.read(address, data, 1, 0); - return data[0]; - } - - void readBytes(uint8_t address, uint8_t subAddress, uint8_t count, uint8_t * dest) // count=nº of bytes to read / dest=destiny where data is stored - { - char data[14]; - char data_write[1]; - data_write[0] = subAddress; - I2Cstate = i2c.write(address, data_write, 1, 1); // no stop - I2Cstate = i2c.read(address, data, count, 0); - for(int ii = 0; ii < count; ii++) { - dest[ii] = data[ii]; - } - } - - void getMres() { - switch (Mscale) - { - // Possible magnetometer scales (and their register bit settings) are: - // 14 bit resolution (0) and 16 bit resolution (1) - case MFS_14BITS: - mRes = 10.0*4219.0/8190.0; // Proper scale to return milliGauss - break; - case MFS_16BITS: - mRes = 10.0*4219.0/32760.0; // Proper scale to return milliGauss - break; - } - } - - void getGres() { - switch (Gscale) - { - // Possible gyro scales (and their register bit settings) are: - // 250 DPS (00), 500 DPS (01), 1000 DPS (10), and 2000 DPS (11). - // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value: - case GFS_250DPS: - gRes = 250.0/32768.0; - break; - case GFS_500DPS: - gRes = 500.0/32768.0; - break; - case GFS_1000DPS: - gRes = 1000.0/32768.0; - break; - case GFS_2000DPS: - gRes = 2000.0/32768.0; - break; - } - } - - void getAres() { - switch (Ascale) - { - // Possible accelerometer scales (and their register bit settings) are: - // 2 Gs (00), 4 Gs (01), 8 Gs (10), and 16 Gs (11). - // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value: - case AFS_2G: - aRes = 2.0/32768.0; - break; - case AFS_4G: - aRes = 4.0/32768.0; - break; - case AFS_8G: - aRes = 8.0/32768.0; - break; - case AFS_16G: - aRes = 16.0/32768.0; - break; - } - } +{ + char data[1]; // `data` will store the register data + char data_write[1]; + data_write[0] = subAddress; + i2c.write(address, data_write, 1, 1); // no stop + i2c.read(address, data, 1, 0); + return data[0]; +} - void readAccelData(int16_t * destination){ - - uint8_t rawData[6]; // x/y/z accel register data stored here - readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array - destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - } - - void readGyroData(int16_t * destination){ - uint8_t rawData[6]; // x/y/z gyro register data stored here - readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array - destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - } - - void readMagData(int16_t * destination){ - uint8_t rawData[7]; // x/y/z gyro register data, ST2 register stored here, must read ST2 at end of data acquisition - if(readByte(AK8963_ADDRESS, AK8963_ST1) & 0x01) { // wait for magnetometer data ready bit to be set - readBytes(AK8963_ADDRESS, AK8963_XOUT_L, 7, &rawData[0]); // Read the six raw data and ST2 registers sequentially into data array - uint8_t c = rawData[6]; // End data read by reading ST2 register - if(!(c & 0x08)) { // Check if magnetic sensor overflow set, if not then report data - destination[0] = (int16_t)(((int16_t)rawData[1] << 8) | rawData[0]); // Turn the MSB and LSB into a signed 16-bit value - destination[1] = (int16_t)(((int16_t)rawData[3] << 8) | rawData[2]) ; // Data stored as little Endian - destination[2] = (int16_t)(((int16_t)rawData[5] << 8) | rawData[4]) ; - } - } - } - - int16_t readTempData(){ - uint8_t rawData[2]; // x/y/z gyro register data stored here - readBytes(MPU9250_ADDRESS, TEMP_OUT_H, 2, &rawData[0]); // Read the two raw data registers sequentially into data array - return (int16_t)(((int16_t)rawData[0]) << 8 | rawData[1]) ; // Turn the MSB and LSB into a 16-bit value + void readBytes(uint8_t address, uint8_t subAddress, uint8_t count, uint8_t * dest) +{ + char data[14]; + char data_write[1]; + data_write[0] = subAddress; + i2c.write(address, data_write, 1, 1); // no stop + i2c.read(address, data, count, 0); + for(int ii = 0; ii < count; ii++) { + dest[ii] = data[ii]; } - - void resetMPU9250(){ - // reset device - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device - wait(0.1); - } - - void initAK8963(float * destination){ - // First extract the factory calibration for each magnetometer axis - uint8_t rawData[3]; // x/y/z gyro calibration data stored here - writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer - wait(0.01); - writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x0F); // Enter Fuse ROM access mode - wait(0.01); - readBytes(AK8963_ADDRESS, AK8963_ASAX, 3, &rawData[0]); // Read the x-, y-, and z-axis calibration values - destination[0] = (float)(rawData[0] - 128)/256.0f + 1.0f; // Return x-axis sensitivity adjustment values, etc. - destination[1] = (float)(rawData[1] - 128)/256.0f + 1.0f; - destination[2] = (float)(rawData[2] - 128)/256.0f + 1.0f; - writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer - wait(0.01); - // Configure the magnetometer for continuous read and highest resolution - // set Mscale bit 4 to 1 (0) to enable 16 (14) bit resolution in CNTL register, - // and enable continuous mode data acquisition Mmode (bits [3:0]), 0010 for 8 Hz and 0110 for 100 Hz sample rates - writeByte(AK8963_ADDRESS, AK8963_CNTL, Mscale << 4 | Mmode); // Set magnetometer data resolution and sample ODR - wait(0.01); - } - - void initMPU9250(){ - // Initialize MPU9250 device - // wake up device - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00); // Clear sleep mode bit (6), enable all sensors - wait(0.1); // Delay 100 ms for PLL to get established on x-axis gyro; should check for PLL ready interrupt - - // get stable time source - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01); // Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001 - - // Configure Gyro and Accelerometer - // Disable FSYNC and set accelerometer and gyro bandwidth to 44 and 42 Hz, respectively; - // DLPF_CFG = bits 2:0 = 010; this sets the sample rate at 1 kHz for both - // Maximum delay is 4.9 ms which is just over a 200 Hz maximum rate - writeByte(MPU9250_ADDRESS, CONFIG, 0x03); - - // Set sample rate = gyroscope output rate/(1 + SMPLRT_DIV) - writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x04); // Use a 200 Hz rate; the same rate set in CONFIG above +} - // Set gyroscope full scale range - // Range selects FS_SEL and AFS_SEL are 0 - 3, so 2-bit values are left-shifted into positions 4:3 - uint8_t c = readByte(MPU9250_ADDRESS, GYRO_CONFIG); - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0xE0); // Clear self-test bits [7:5] - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0x18); // Clear AFS bits [4:3] - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c | Gscale << 3); // Set full scale range for the gyro - - // Set accelerometer configuration - c = readByte(MPU9250_ADDRESS, ACCEL_CONFIG); - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0xE0); // Clear self-test bits [7:5] - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0x18); // Clear AFS bits [4:3] - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c | Ascale << 3); // Set full scale range for the accelerometer - // Set accelerometer sample rate configuration - // It is possible to get a 4 kHz sample rate from the accelerometer by choosing 1 for - // accel_fchoice_b bit [3]; in this case the bandwidth is 1.13 kHz - c = readByte(MPU9250_ADDRESS, ACCEL_CONFIG2); - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c & ~0x0F); // Clear accel_fchoice_b (bit 3) and A_DLPFG (bits [2:0]) - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c | 0x03); // Set accelerometer rate to 1 kHz and bandwidth to 41 Hz +void getMres() { + switch (Mscale) + { + // Possible magnetometer scales (and their register bit settings) are: + // 14 bit resolution (0) and 16 bit resolution (1) + case MFS_14BITS: + mRes = 10.0*4219.0/8190.0; // Proper scale to return milliGauss + break; + case MFS_16BITS: + mRes = 10.0*4219.0/32760.0; // Proper scale to return milliGauss + break; + } +} - // The accelerometer, gyro, and thermometer are set to 1 kHz sample rates, - // but all these rates are further reduced by a factor of 5 to 200 Hz because of the SMPLRT_DIV setting - - // Configure Interrupts and Bypass Enable - // Set interrupt pin active high, push-pull, and clear on read of INT_STATUS, enable I2C_BYPASS_EN so additional chips - // can join the I2C bus and all can be controlled by the Arduino as master - writeByte(MPU9250_ADDRESS, INT_PIN_CFG, 0x22); - writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x01); // Enable data ready (bit 0) interrupt - } - // Function which accumulates gyro and accelerometer data after device initialization. It calculates the average - // of the at-rest readings and then loads the resulting offsets into accelerometer and gyro bias registers. - void calibrateMPU9250(float * dest1, float * dest2) - { - uint8_t data[12]; // data array to hold accelerometer and gyro x, y, z, data - uint16_t ii, packet_count, fifo_count; - int32_t gyro_bias[3] = {0, 0, 0}, accel_bias[3] = {0, 0, 0}; - - // reset device, reset all registers, clear gyro and accelerometer bias registers - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device - wait(0.1); - - // get stable time source - // Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001 - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01); - writeByte(MPU9250_ADDRESS, PWR_MGMT_2, 0x00); - wait(0.2); - - // Configure device for bias calculation - writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x00); // Disable all interrupts - writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00); // Disable FIFO - writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00); // Turn on internal clock source - writeByte(MPU9250_ADDRESS, I2C_MST_CTRL, 0x00); // Disable I2C master - writeByte(MPU9250_ADDRESS, USER_CTRL, 0x00); // Disable FIFO and I2C master modes - writeByte(MPU9250_ADDRESS, USER_CTRL, 0x0C); // Reset FIFO and DMP - wait(0.015); - - // Configure MPU9250 gyro and accelerometer for bias calculation - writeByte(MPU9250_ADDRESS, CONFIG, 0x01); // Set low-pass filter to 188 Hz - writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00); // Set sample rate to 1 kHz - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00); // Set gyro full-scale to 250 degrees per second, maximum sensitivity - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00); // Set accelerometer full-scale to 2 g, maximum sensitivity - - uint16_t gyrosensitivity = 131; // = 131 LSB/degrees/sec - uint16_t accelsensitivity = 16384; // = 16384 LSB/g +void getGres() { + switch (Gscale) + { + // Possible gyro scales (and their register bit settings) are: + // 250 DPS (00), 500 DPS (01), 1000 DPS (10), and 2000 DPS (11). + // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value: + case GFS_250DPS: + gRes = 250.0/32768.0; + break; + case GFS_500DPS: + gRes = 500.0/32768.0; + break; + case GFS_1000DPS: + gRes = 1000.0/32768.0; + break; + case GFS_2000DPS: + gRes = 2000.0/32768.0; + break; + } +} + - // Configure FIFO to capture accelerometer and gyro data. This data will be used for bias calculation - writeByte(MPU9250_ADDRESS, USER_CTRL, 0x40); // Enable FIFO - writeByte(MPU9250_ADDRESS, FIFO_EN, 0x78); // Enable gyro and accelerometer sensors for FIFO (max size 512 bytes in MPU-9250) - wait(0.04); // accumulate 40 samples in 80 milliseconds = 480 bytes +void getAres() { + switch (Ascale) + { + // Possible accelerometer scales (and their register bit settings) are: + // 2 Gs (00), 4 Gs (01), 8 Gs (10), and 16 Gs (11). + // Here's a bit of an algorith to calculate DPS/(ADC tick) based on that 2-bit value: + case AFS_2G: + aRes = 2.0/32768.0; + break; + case AFS_4G: + aRes = 4.0/32768.0; + break; + case AFS_8G: + aRes = 8.0/32768.0; + break; + case AFS_16G: + aRes = 16.0/32768.0; + break; + } +} - // At end of sample accumulation, turn off FIFO sensor read - writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00); // Disable gyro and accelerometer sensors for FIFO - readBytes(MPU9250_ADDRESS, FIFO_COUNTH, 2, &data[0]); // read FIFO sample count - fifo_count = ((uint16_t)data[0] << 8) | data[1]; - packet_count = fifo_count/12;// How many sets of full gyro and accelerometer data for averaging - for (ii = 0; ii < packet_count; ii++) { - int16_t accel_temp[3] = {0, 0, 0}, gyro_temp[3] = {0, 0, 0}; - readBytes(MPU9250_ADDRESS, FIFO_R_W, 12, &data[0]); // read data for averaging - accel_temp[0] = (int16_t) (((int16_t)data[0] << 8) | data[1] ) ; // Form signed 16-bit integer for each sample in FIFO - accel_temp[1] = (int16_t) (((int16_t)data[2] << 8) | data[3] ) ; - accel_temp[2] = (int16_t) (((int16_t)data[4] << 8) | data[5] ) ; - gyro_temp[0] = (int16_t) (((int16_t)data[6] << 8) | data[7] ) ; - gyro_temp[1] = (int16_t) (((int16_t)data[8] << 8) | data[9] ) ; - gyro_temp[2] = (int16_t) (((int16_t)data[10] << 8) | data[11]) ; - - accel_bias[0] += (int32_t) accel_temp[0]; // Sum individual signed 16-bit biases to get accumulated signed 32-bit biases - accel_bias[1] += (int32_t) accel_temp[1]; - accel_bias[2] += (int32_t) accel_temp[2]; - gyro_bias[0] += (int32_t) gyro_temp[0]; - gyro_bias[1] += (int32_t) gyro_temp[1]; - gyro_bias[2] += (int32_t) gyro_temp[2]; - - } - accel_bias[0] /= (int32_t) packet_count; // Normalize sums to get average count biases - accel_bias[1] /= (int32_t) packet_count; - accel_bias[2] /= (int32_t) packet_count; - gyro_bias[0] /= (int32_t) packet_count; - gyro_bias[1] /= (int32_t) packet_count; - gyro_bias[2] /= (int32_t) packet_count; - - if(accel_bias[2] > 0L) {accel_bias[2] -= (int32_t) accelsensitivity;} // Remove gravity from the z-axis accelerometer bias calculation - else {accel_bias[2] += (int32_t) accelsensitivity;} - - // Construct the gyro biases for push to the hardware gyro bias registers, which are reset to zero upon device startup - data[0] = (-gyro_bias[0]/4 >> 8) & 0xFF; // Divide by 4 to get 32.9 LSB per deg/s to conform to expected bias input format - data[1] = (-gyro_bias[0]/4) & 0xFF; // Biases are additive, so change sign on calculated average gyro biases - data[2] = (-gyro_bias[1]/4 >> 8) & 0xFF; - data[3] = (-gyro_bias[1]/4) & 0xFF; - data[4] = (-gyro_bias[2]/4 >> 8) & 0xFF; - data[5] = (-gyro_bias[2]/4) & 0xFF; +void readAccelData(int16_t * destination) +{ + uint8_t rawData[6]; // x/y/z accel register data stored here + readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array + destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; +} - /// Push gyro biases to hardware registers - /* writeByte(MPU9250_ADDRESS, XG_OFFSET_H, data[0]); - writeByte(MPU9250_ADDRESS, XG_OFFSET_L, data[1]); - writeByte(MPU9250_ADDRESS, YG_OFFSET_H, data[2]); - writeByte(MPU9250_ADDRESS, YG_OFFSET_L, data[3]); - writeByte(MPU9250_ADDRESS, ZG_OFFSET_H, data[4]); - writeByte(MPU9250_ADDRESS, ZG_OFFSET_L, data[5]); - */ - dest1[0] = (float) gyro_bias[0]/(float) gyrosensitivity; // construct gyro bias in deg/s for later manual subtraction - dest1[1] = (float) gyro_bias[1]/(float) gyrosensitivity; - dest1[2] = (float) gyro_bias[2]/(float) gyrosensitivity; +void readGyroData(int16_t * destination) +{ + uint8_t rawData[6]; // x/y/z gyro register data stored here + readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array + destination[0] = (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + destination[1] = (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + destination[2] = (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; +} + +void readMagData(int16_t * destination) +{ + uint8_t rawData[7]; // x/y/z gyro register data, ST2 register stored here, must read ST2 at end of data acquisition + if(readByte(AK8963_ADDRESS, AK8963_ST1) & 0x01) { // wait for magnetometer data ready bit to be set + readBytes(AK8963_ADDRESS, AK8963_XOUT_L, 7, &rawData[0]); // Read the six raw data and ST2 registers sequentially into data array + uint8_t c = rawData[6]; // End data read by reading ST2 register + if(!(c & 0x08)) { // Check if magnetic sensor overflow set, if not then report data + destination[0] = (int16_t)(((int16_t)rawData[1] << 8) | rawData[0]); // Turn the MSB and LSB into a signed 16-bit value + destination[1] = (int16_t)(((int16_t)rawData[3] << 8) | rawData[2]) ; // Data stored as little Endian + destination[2] = (int16_t)(((int16_t)rawData[5] << 8) | rawData[4]) ; + } + } +} - // Construct the accelerometer biases for push to the hardware accelerometer bias registers. These registers contain - // factory trim values which must be added to the calculated accelerometer biases; on boot up these registers will hold - // non-zero values. In addition, bit 0 of the lower byte must be preserved since it is used for temperature - // compensation calculations. Accelerometer bias registers expect bias input as 2048 LSB per g, so that - // the accelerometer biases calculated above must be divided by 8. +int16_t readTempData() +{ + uint8_t rawData[2]; // x/y/z gyro register data stored here + readBytes(MPU9250_ADDRESS, TEMP_OUT_H, 2, &rawData[0]); // Read the two raw data registers sequentially into data array + return (int16_t)(((int16_t)rawData[0]) << 8 | rawData[1]) ; // Turn the MSB and LSB into a 16-bit value +} - int32_t accel_bias_reg[3] = {0, 0, 0}; // A place to hold the factory accelerometer trim biases - readBytes(MPU9250_ADDRESS, XA_OFFSET_H, 2, &data[0]); // Read factory accelerometer trim values - accel_bias_reg[0] = (int16_t) ((int16_t)data[0] << 8) | data[1]; - readBytes(MPU9250_ADDRESS, YA_OFFSET_H, 2, &data[0]); - accel_bias_reg[1] = (int16_t) ((int16_t)data[0] << 8) | data[1]; - readBytes(MPU9250_ADDRESS, ZA_OFFSET_H, 2, &data[0]); - accel_bias_reg[2] = (int16_t) ((int16_t)data[0] << 8) | data[1]; - - uint32_t mask = 1uL; // Define mask for temperature compensation bit 0 of lower byte of accelerometer bias registers - uint8_t mask_bit[3] = {0, 0, 0}; // Define array to hold mask bit for each accelerometer bias axis - - for(ii = 0; ii < 3; ii++) { - if(accel_bias_reg[ii] & mask) mask_bit[ii] = 0x01; // If temperature compensation bit is set, record that fact in mask_bit - } - // Construct total accelerometer bias, including calculated average accelerometer bias from above - accel_bias_reg[0] -= (accel_bias[0]/8); // Subtract calculated averaged accelerometer bias scaled to 2048 LSB/g (16 g full scale) - accel_bias_reg[1] -= (accel_bias[1]/8); - accel_bias_reg[2] -= (accel_bias[2]/8); - - data[0] = (accel_bias_reg[0] >> 8) & 0xFF; - data[1] = (accel_bias_reg[0]) & 0xFF; - data[1] = data[1] | mask_bit[0]; // preserve temperature compensation bit when writing back to accelerometer bias registers - data[2] = (accel_bias_reg[1] >> 8) & 0xFF; - data[3] = (accel_bias_reg[1]) & 0xFF; - data[3] = data[3] | mask_bit[1]; // preserve temperature compensation bit when writing back to accelerometer bias registers - data[4] = (accel_bias_reg[2] >> 8) & 0xFF; - data[5] = (accel_bias_reg[2]) & 0xFF; - data[5] = data[5] | mask_bit[2]; // preserve temperature compensation bit when writing back to accelerometer bias registers - - // Apparently this is not working for the acceleration biases in the MPU-9250 - // Are we handling the temperature correction bit properly? - // Push accelerometer biases to hardware registers - /* writeByte(MPU9250_ADDRESS, XA_OFFSET_H, data[0]); - writeByte(MPU9250_ADDRESS, XA_OFFSET_L, data[1]); - writeByte(MPU9250_ADDRESS, YA_OFFSET_H, data[2]); - writeByte(MPU9250_ADDRESS, YA_OFFSET_L, data[3]); - writeByte(MPU9250_ADDRESS, ZA_OFFSET_H, data[4]); - writeByte(MPU9250_ADDRESS, ZA_OFFSET_L, data[5]); - */ - // Output scaled accelerometer biases for manual subtraction in the main program - dest2[0] = (float)accel_bias[0]/(float)accelsensitivity; - dest2[1] = (float)accel_bias[1]/(float)accelsensitivity; - dest2[2] = (float)accel_bias[2]/(float)accelsensitivity; - } +void resetMPU9250() { + // reset device + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device + wait(0.1); + } + + void initAK8963(float * destination) +{ + // First extract the factory calibration for each magnetometer axis + uint8_t rawData[3]; // x/y/z gyro calibration data stored here + writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer + wait(0.01); + writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x0F); // Enter Fuse ROM access mode + wait(0.01); + readBytes(AK8963_ADDRESS, AK8963_ASAX, 3, &rawData[0]); // Read the x-, y-, and z-axis calibration values + destination[0] = (float)(rawData[0] - 128)/256.0f + 1.0f; // Return x-axis sensitivity adjustment values, etc. + destination[1] = (float)(rawData[1] - 128)/256.0f + 1.0f; + destination[2] = (float)(rawData[2] - 128)/256.0f + 1.0f; + writeByte(AK8963_ADDRESS, AK8963_CNTL, 0x00); // Power down magnetometer + wait(0.01); + // Configure the magnetometer for continuous read and highest resolution + // set Mscale bit 4 to 1 (0) to enable 16 (14) bit resolution in CNTL register, + // and enable continuous mode data acquisition Mmode (bits [3:0]), 0010 for 8 Hz and 0110 for 100 Hz sample rates + writeByte(AK8963_ADDRESS, AK8963_CNTL, Mscale << 4 | Mmode); // Set magnetometer data resolution and sample ODR + wait(0.01); +} - // Accelerometer and gyroscope self test; check calibration wrt factory settings - void MPU9250SelfTest(float * destination) // Should return percent deviation from factory trim values, +/- 14 or less deviation is a pass - { - uint8_t rawData[6] = {0, 0, 0, 0, 0, 0}; - uint8_t selfTest[6]; - int16_t gAvg[3], aAvg[3], aSTAvg[3], gSTAvg[3]; - float factoryTrim[6]; - uint8_t FS = 0; +void initMPU9250() +{ + // Initialize MPU9250 device + // wake up device + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00); // Clear sleep mode bit (6), enable all sensors + wait(0.1); // Delay 100 ms for PLL to get established on x-axis gyro; should check for PLL ready interrupt + + // get stable time source + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01); // Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001 + + // Configure Gyro and Accelerometer + // Disable FSYNC and set accelerometer and gyro bandwidth to 44 and 42 Hz, respectively; + // DLPF_CFG = bits 2:0 = 010; this sets the sample rate at 1 kHz for both + // Maximum delay is 4.9 ms which is just over a 200 Hz maximum rate + writeByte(MPU9250_ADDRESS, CONFIG, 0x03); + + // Set sample rate = gyroscope output rate/(1 + SMPLRT_DIV) + writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x04); // Use a 200 Hz rate; the same rate set in CONFIG above + + // Set gyroscope full scale range + // Range selects FS_SEL and AFS_SEL are 0 - 3, so 2-bit values are left-shifted into positions 4:3 + uint8_t c = readByte(MPU9250_ADDRESS, GYRO_CONFIG); + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0xE0); // Clear self-test bits [7:5] + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c & ~0x18); // Clear AFS bits [4:3] + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, c | Gscale << 3); // Set full scale range for the gyro - writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00); // Set gyro sample rate to 1 kHz - writeByte(MPU9250_ADDRESS, CONFIG, 0x02); // Set gyro sample rate to 1 kHz and DLPF to 92 Hz - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 1<<FS); // Set full scale range for the gyro to 250 dps - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, 0x02); // Set accelerometer rate to 1 kHz and bandwidth to 92 Hz - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 1<<FS); // Set full scale range for the accelerometer to 2 g + // Set accelerometer configuration + c = readByte(MPU9250_ADDRESS, ACCEL_CONFIG); + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0xE0); // Clear self-test bits [7:5] + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c & ~0x18); // Clear AFS bits [4:3] + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, c | Ascale << 3); // Set full scale range for the accelerometer + + // Set accelerometer sample rate configuration + // It is possible to get a 4 kHz sample rate from the accelerometer by choosing 1 for + // accel_fchoice_b bit [3]; in this case the bandwidth is 1.13 kHz + c = readByte(MPU9250_ADDRESS, ACCEL_CONFIG2); + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c & ~0x0F); // Clear accel_fchoice_b (bit 3) and A_DLPFG (bits [2:0]) + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, c | 0x03); // Set accelerometer rate to 1 kHz and bandwidth to 41 Hz - for( int ii = 0; ii < 200; ii++) { // get average current values of gyro and acclerometer + // The accelerometer, gyro, and thermometer are set to 1 kHz sample rates, + // but all these rates are further reduced by a factor of 5 to 200 Hz because of the SMPLRT_DIV setting + + // Configure Interrupts and Bypass Enable + // Set interrupt pin active high, push-pull, and clear on read of INT_STATUS, enable I2C_BYPASS_EN so additional chips + // can join the I2C bus and all can be controlled by the Arduino as master + writeByte(MPU9250_ADDRESS, INT_PIN_CFG, 0x22); + writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x01); // Enable data ready (bit 0) interrupt +} + +// Function which accumulates gyro and accelerometer data after device initialization. It calculates the average +// of the at-rest readings and then loads the resulting offsets into accelerometer and gyro bias registers. +void calibrateMPU9250(float * dest1, float * dest2) +{ + uint8_t data[12]; // data array to hold accelerometer and gyro x, y, z, data + uint16_t ii, packet_count, fifo_count; + int32_t gyro_bias[3] = {0, 0, 0}, accel_bias[3] = {0, 0, 0}; - readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array - aAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - aAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - aAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - - readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array - gAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - gAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - gAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - } +// reset device, reset all registers, clear gyro and accelerometer bias registers + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x80); // Write a one to bit 7 reset bit; toggle reset device + wait(0.1); + +// get stable time source +// Set clock source to be PLL with x-axis gyroscope reference, bits 2:0 = 001 + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x01); + writeByte(MPU9250_ADDRESS, PWR_MGMT_2, 0x00); + wait(0.2); - for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average current readings - aAvg[ii] /= 200; - gAvg[ii] /= 200; - } - - // Configure the accelerometer for self-test - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0xE0); // Enable self test on all three axes and set accelerometer range to +/- 2 g - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0xE0); // Enable self test on all three axes and set gyro range to +/- 250 degrees/s - wait_ms(25); // Delay a while to let the device stabilize - - for( int ii = 0; ii < 200; ii++) { // get average self-test values of gyro and acclerometer +// Configure device for bias calculation + writeByte(MPU9250_ADDRESS, INT_ENABLE, 0x00); // Disable all interrupts + writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00); // Disable FIFO + writeByte(MPU9250_ADDRESS, PWR_MGMT_1, 0x00); // Turn on internal clock source + writeByte(MPU9250_ADDRESS, I2C_MST_CTRL, 0x00); // Disable I2C master + writeByte(MPU9250_ADDRESS, USER_CTRL, 0x00); // Disable FIFO and I2C master modes + writeByte(MPU9250_ADDRESS, USER_CTRL, 0x0C); // Reset FIFO and DMP + wait(0.015); - readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array - aSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - aSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - aSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - - readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array - gSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value - gSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; - gSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; - } - - for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average self-test readings - aSTAvg[ii] /= 200; - gSTAvg[ii] /= 200; - } +// Configure MPU9250 gyro and accelerometer for bias calculation + writeByte(MPU9250_ADDRESS, CONFIG, 0x01); // Set low-pass filter to 188 Hz + writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00); // Set sample rate to 1 kHz + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00); // Set gyro full-scale to 250 degrees per second, maximum sensitivity + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00); // Set accelerometer full-scale to 2 g, maximum sensitivity + + uint16_t gyrosensitivity = 131; // = 131 LSB/degrees/sec + uint16_t accelsensitivity = 16384; // = 16384 LSB/g + +// Configure FIFO to capture accelerometer and gyro data for bias calculation + writeByte(MPU9250_ADDRESS, USER_CTRL, 0x40); // Enable FIFO + writeByte(MPU9250_ADDRESS, FIFO_EN, 0x78); // Enable gyro and accelerometer sensors for FIFO (max size 512 bytes in MPU-9250) + wait(0.04); // accumulate 40 samples in 80 milliseconds = 480 bytes + +// At end of sample accumulation, turn off FIFO sensor read + writeByte(MPU9250_ADDRESS, FIFO_EN, 0x00); // Disable gyro and accelerometer sensors for FIFO + readBytes(MPU9250_ADDRESS, FIFO_COUNTH, 2, &data[0]); // read FIFO sample count + fifo_count = ((uint16_t)data[0] << 8) | data[1]; + packet_count = fifo_count/12;// How many sets of full gyro and accelerometer data for averaging + + for (ii = 0; ii < packet_count; ii++) { + int16_t accel_temp[3] = {0, 0, 0}, gyro_temp[3] = {0, 0, 0}; + readBytes(MPU9250_ADDRESS, FIFO_R_W, 12, &data[0]); // read data for averaging + accel_temp[0] = (int16_t) (((int16_t)data[0] << 8) | data[1] ) ; // Form signed 16-bit integer for each sample in FIFO + accel_temp[1] = (int16_t) (((int16_t)data[2] << 8) | data[3] ) ; + accel_temp[2] = (int16_t) (((int16_t)data[4] << 8) | data[5] ) ; + gyro_temp[0] = (int16_t) (((int16_t)data[6] << 8) | data[7] ) ; + gyro_temp[1] = (int16_t) (((int16_t)data[8] << 8) | data[9] ) ; + gyro_temp[2] = (int16_t) (((int16_t)data[10] << 8) | data[11]) ; + + accel_bias[0] += (int32_t) accel_temp[0]; // Sum individual signed 16-bit biases to get accumulated signed 32-bit biases + accel_bias[1] += (int32_t) accel_temp[1]; + accel_bias[2] += (int32_t) accel_temp[2]; + gyro_bias[0] += (int32_t) gyro_temp[0]; + gyro_bias[1] += (int32_t) gyro_temp[1]; + gyro_bias[2] += (int32_t) gyro_temp[2]; + +} + accel_bias[0] /= (int32_t) packet_count; // Normalize sums to get average count biases + accel_bias[1] /= (int32_t) packet_count; + accel_bias[2] /= (int32_t) packet_count; + gyro_bias[0] /= (int32_t) packet_count; + gyro_bias[1] /= (int32_t) packet_count; + gyro_bias[2] /= (int32_t) packet_count; + + if(accel_bias[2] > 0L) {accel_bias[2] -= (int32_t) accelsensitivity;} // Remove gravity from the z-axis accelerometer bias calculation + else {accel_bias[2] += (int32_t) accelsensitivity;} + +// Construct the gyro biases for push to the hardware gyro bias registers, which are reset to zero upon device startup + data[0] = (-gyro_bias[0]/4 >> 8) & 0xFF; // Divide by 4 to get 32.9 LSB per deg/s to conform to expected bias input format + data[1] = (-gyro_bias[0]/4) & 0xFF; // Biases are additive, so change sign on calculated average gyro biases + data[2] = (-gyro_bias[1]/4 >> 8) & 0xFF; + data[3] = (-gyro_bias[1]/4) & 0xFF; + data[4] = (-gyro_bias[2]/4 >> 8) & 0xFF; + data[5] = (-gyro_bias[2]/4) & 0xFF; + +/// Push gyro biases to hardware registers +/* writeByte(MPU9250_ADDRESS, XG_OFFSET_H, data[0]); + writeByte(MPU9250_ADDRESS, XG_OFFSET_L, data[1]); + writeByte(MPU9250_ADDRESS, YG_OFFSET_H, data[2]); + writeByte(MPU9250_ADDRESS, YG_OFFSET_L, data[3]); + writeByte(MPU9250_ADDRESS, ZG_OFFSET_H, data[4]); + writeByte(MPU9250_ADDRESS, ZG_OFFSET_L, data[5]); +*/ + dest1[0] = (float) gyro_bias[0]/(float) gyrosensitivity; // construct gyro bias in deg/s for later manual subtraction + dest1[1] = (float) gyro_bias[1]/(float) gyrosensitivity; + dest1[2] = (float) gyro_bias[2]/(float) gyrosensitivity; + +// Construct the accelerometer biases for push to the hardware accelerometer bias registers. These registers contain +// factory trim values which must be added to the calculated accelerometer biases; on boot up these registers will hold +// non-zero values. In addition, bit 0 of the lower byte must be preserved since it is used for temperature +// compensation calculations. Accelerometer bias registers expect bias input as 2048 LSB per g, so that +// the accelerometer biases calculated above must be divided by 8. + + int32_t accel_bias_reg[3] = {0, 0, 0}; // A place to hold the factory accelerometer trim biases + readBytes(MPU9250_ADDRESS, XA_OFFSET_H, 2, &data[0]); // Read factory accelerometer trim values + accel_bias_reg[0] = (int16_t) ((int16_t)data[0] << 8) | data[1]; + readBytes(MPU9250_ADDRESS, YA_OFFSET_H, 2, &data[0]); + accel_bias_reg[1] = (int16_t) ((int16_t)data[0] << 8) | data[1]; + readBytes(MPU9250_ADDRESS, ZA_OFFSET_H, 2, &data[0]); + accel_bias_reg[2] = (int16_t) ((int16_t)data[0] << 8) | data[1]; - // Configure the gyro and accelerometer for normal operation - writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00); - writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00); - //delay(25); // Delay a while to let the device stabilize - wait_ms(25); // Delay a while to let the device stabilize - - // Retrieve accelerometer and gyro factory Self-Test Code from USR_Reg - selfTest[0] = readByte(MPU9250_ADDRESS, SELF_TEST_X_ACCEL); // X-axis accel self-test results - selfTest[1] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_ACCEL); // Y-axis accel self-test results - selfTest[2] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_ACCEL); // Z-axis accel self-test results - selfTest[3] = readByte(MPU9250_ADDRESS, SELF_TEST_X_GYRO); // X-axis gyro self-test results - selfTest[4] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_GYRO); // Y-axis gyro self-test results - selfTest[5] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_GYRO); // Z-axis gyro self-test results + uint32_t mask = 1uL; // Define mask for temperature compensation bit 0 of lower byte of accelerometer bias registers + uint8_t mask_bit[3] = {0, 0, 0}; // Define array to hold mask bit for each accelerometer bias axis + + for(ii = 0; ii < 3; ii++) { + if(accel_bias_reg[ii] & mask) mask_bit[ii] = 0x01; // If temperature compensation bit is set, record that fact in mask_bit + } - // Retrieve factory self-test value from self-test code reads - factoryTrim[0] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[0] - 1.0) )); // FT[Xa] factory trim calculation - factoryTrim[1] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[1] - 1.0) )); // FT[Ya] factory trim calculation - factoryTrim[2] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[2] - 1.0) )); // FT[Za] factory trim calculation - factoryTrim[3] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[3] - 1.0) )); // FT[Xg] factory trim calculation - factoryTrim[4] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[4] - 1.0) )); // FT[Yg] factory trim calculation - factoryTrim[5] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[5] - 1.0) )); // FT[Zg] factory trim calculation + // Construct total accelerometer bias, including calculated average accelerometer bias from above + accel_bias_reg[0] -= (accel_bias[0]/8); // Subtract calculated averaged accelerometer bias scaled to 2048 LSB/g (16 g full scale) + accel_bias_reg[1] -= (accel_bias[1]/8); + accel_bias_reg[2] -= (accel_bias[2]/8); - // Report results as a ratio of (STR - FT)/FT; the change from Factory Trim of the Self-Test Response - // To get percent, must multiply by 100 - for (int i = 0; i < 3; i++) { - destination[i] = 100.0*((float)(aSTAvg[i] - aAvg[i]))/factoryTrim[i]; // Report percent differences - destination[i+3] = 100.0*((float)(gSTAvg[i] - gAvg[i]))/factoryTrim[i+3]; // Report percent differences - } - } + data[0] = (accel_bias_reg[0] >> 8) & 0xFF; + data[1] = (accel_bias_reg[0]) & 0xFF; + data[1] = data[1] | mask_bit[0]; // preserve temperature compensation bit when writing back to accelerometer bias registers + data[2] = (accel_bias_reg[1] >> 8) & 0xFF; + data[3] = (accel_bias_reg[1]) & 0xFF; + data[3] = data[3] | mask_bit[1]; // preserve temperature compensation bit when writing back to accelerometer bias registers + data[4] = (accel_bias_reg[2] >> 8) & 0xFF; + data[5] = (accel_bias_reg[2]) & 0xFF; + data[5] = data[5] | mask_bit[2]; // preserve temperature compensation bit when writing back to accelerometer bias registers + +// Apparently this is not working for the acceleration biases in the MPU-9250 +// Are we handling the temperature correction bit properly? +// Push accelerometer biases to hardware registers +/* writeByte(MPU9250_ADDRESS, XA_OFFSET_H, data[0]); + writeByte(MPU9250_ADDRESS, XA_OFFSET_L, data[1]); + writeByte(MPU9250_ADDRESS, YA_OFFSET_H, data[2]); + writeByte(MPU9250_ADDRESS, YA_OFFSET_L, data[3]); + writeByte(MPU9250_ADDRESS, ZA_OFFSET_H, data[4]); + writeByte(MPU9250_ADDRESS, ZA_OFFSET_L, data[5]); +*/ +// Output scaled accelerometer biases for manual subtraction in the main program + dest2[0] = (float)accel_bias[0]/(float)accelsensitivity; + dest2[1] = (float)accel_bias[1]/(float)accelsensitivity; + dest2[2] = (float)accel_bias[2]/(float)accelsensitivity; +} - - void getCompassOrientation(float * orient){ // Obtains the orientation of the device in degrees. 0 degrees North. 180 degrees South. - /* - Remember that it is the earth's rotational axis that defines the geographic north and south poles that we use for map references. - It turns out that there is a discrepancy of about 11.5 degrees between the geographic poles and the magnetic poles. The last is - what the magnetometer will read. A value, called the declination angle, can be applied to the magnetic direction to correct for this. - On Valencia (Spain) this value is about 0 degrees. - */ - - // First of all measure 3 axis magnetometer values (only X and Y axis is used): - readMagData(magCount); // Read the x/y/z adc values - // Calculate the magnetometer values in milliGauss - // Include factory calibration per data sheet and user environmental corrections - if (I2Cstate == 0){ // no error on I2C - I2Cstate = 1; - magn_x = (float)magCount[0]*mRes*magCalibration[0] - magbias[0]; // get actual magnetometer value, this depends on scale being set - magn_y = (float)magCount[1]*mRes*magCalibration[1] - magbias[1]; - } - - // Now obtains the orientation value: - if (magn_y>0) - orient[0] = 90.0 - (float) ( atan(magn_x/magn_y)*180/M_PI ); - else if (magn_y<0) - orient[0] = 270.0 - (float) ( atan(magn_x/magn_y)*180/M_PI ); - else if (magn_y == 0){ - if (magn_x<0) - orient[0] = 180.0; - else - orient[0] = 0.0; - } - } +// Accelerometer and gyroscope self test; check calibration wrt factory settings +void MPU9250SelfTest(float * destination) // Should return percent deviation from factory trim values, +/- 14 or less deviation is a pass +{ + uint8_t rawData[6] = {0, 0, 0, 0, 0, 0}; + uint8_t selfTest[6]; + int16_t gAvg[3], aAvg[3], aSTAvg[3], gSTAvg[3]; + float factoryTrim[6]; + uint8_t FS = 0; + + writeByte(MPU9250_ADDRESS, SMPLRT_DIV, 0x00); // Set gyro sample rate to 1 kHz + writeByte(MPU9250_ADDRESS, CONFIG, 0x02); // Set gyro sample rate to 1 kHz and DLPF to 92 Hz + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 1<<FS); // Set full scale range for the gyro to 250 dps + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG2, 0x02); // Set accelerometer rate to 1 kHz and bandwidth to 92 Hz + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 1<<FS); // Set full scale range for the accelerometer to 2 g + + for( int ii = 0; ii < 200; ii++) { // get average current values of gyro and acclerometer + + readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array + aAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + aAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + aAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; + + readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array + gAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + gAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + gAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; + } + + for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average current readings + aAvg[ii] /= 200; + gAvg[ii] /= 200; + } + +// Configure the accelerometer for self-test + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0xE0); // Enable self test on all three axes and set accelerometer range to +/- 2 g + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0xE0); // Enable self test on all three axes and set gyro range to +/- 250 degrees/s + wait_ms(25); // Delay a while to let the device stabilize - - - - + for( int ii = 0; ii < 200; ii++) { // get average self-test values of gyro and acclerometer + + readBytes(MPU9250_ADDRESS, ACCEL_XOUT_H, 6, &rawData[0]); // Read the six raw data registers into data array + aSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + aSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + aSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; + + readBytes(MPU9250_ADDRESS, GYRO_XOUT_H, 6, &rawData[0]); // Read the six raw data registers sequentially into data array + gSTAvg[0] += (int16_t)(((int16_t)rawData[0] << 8) | rawData[1]) ; // Turn the MSB and LSB into a signed 16-bit value + gSTAvg[1] += (int16_t)(((int16_t)rawData[2] << 8) | rawData[3]) ; + gSTAvg[2] += (int16_t)(((int16_t)rawData[4] << 8) | rawData[5]) ; + } + + for (int ii =0; ii < 3; ii++) { // Get average of 200 values and store as average self-test readings + aSTAvg[ii] /= 200; + gSTAvg[ii] /= 200; + } + + // Configure the gyro and accelerometer for normal operation + writeByte(MPU9250_ADDRESS, ACCEL_CONFIG, 0x00); + writeByte(MPU9250_ADDRESS, GYRO_CONFIG, 0x00); + wait_ms(25); // Delay a while to let the device stabilize + + // Retrieve accelerometer and gyro factory Self-Test Code from USR_Reg + selfTest[0] = readByte(MPU9250_ADDRESS, SELF_TEST_X_ACCEL); // X-axis accel self-test results + selfTest[1] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_ACCEL); // Y-axis accel self-test results + selfTest[2] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_ACCEL); // Z-axis accel self-test results + selfTest[3] = readByte(MPU9250_ADDRESS, SELF_TEST_X_GYRO); // X-axis gyro self-test results + selfTest[4] = readByte(MPU9250_ADDRESS, SELF_TEST_Y_GYRO); // Y-axis gyro self-test results + selfTest[5] = readByte(MPU9250_ADDRESS, SELF_TEST_Z_GYRO); // Z-axis gyro self-test results + + // Retrieve factory self-test value from self-test code reads + factoryTrim[0] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[0] - 1.0) )); // FT[Xa] factory trim calculation + factoryTrim[1] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[1] - 1.0) )); // FT[Ya] factory trim calculation + factoryTrim[2] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[2] - 1.0) )); // FT[Za] factory trim calculation + factoryTrim[3] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[3] - 1.0) )); // FT[Xg] factory trim calculation + factoryTrim[4] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[4] - 1.0) )); // FT[Yg] factory trim calculation + factoryTrim[5] = (float)(2620/1<<FS)*(pow( 1.01 , ((float)selfTest[5] - 1.0) )); // FT[Zg] factory trim calculation + + // Report results as a ratio of (STR - FT)/FT; the change from Factory Trim of the Self-Test Response + // To get percent, must multiply by 100 + for (int i = 0; i < 3; i++) { + destination[i] = 100.0*((float)(aSTAvg[i] - aAvg[i]))/factoryTrim[i]; // Report percent differences + destination[i+3] = 100.0*((float)(gSTAvg[i] - gAvg[i]))/factoryTrim[i+3]; // Report percent differences + } + +} + + // Implementation of Sebastian Madgwick's "...efficient orientation filter for... inertial/magnetic sensor arrays" // (see http://www.x-io.co.uk/category/open-source/ for examples and more details)