Arduino Nano v3 + GY-521 (acc+gyro) --> Processing --> CSV, can't get it to work..
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Integration and Hardware
•
4 months ago
Dear all,
For a school project I have to get the acceleration and the filtered angle data from the acc+gyro (GY-521) sensor send through my Arduino nano v3 to my laptop (macbook with lion - OSX 10.7.5) into Excel to analyze them. Today (for a quick test) I was hoping to let Processing create a simple CSV with the x-accelerations in there, one on each row, but I can't get it to work... I have tried many things, but all of them didn't gave me the ouput I wanted. The Processing sketch does make the CSV file, but it's empty! It drives me nuts..
Can somebody help me? Thanks!
This is the Processing sketch I used:
For a school project I have to get the acceleration and the filtered angle data from the acc+gyro (GY-521) sensor send through my Arduino nano v3 to my laptop (macbook with lion - OSX 10.7.5) into Excel to analyze them. Today (for a quick test) I was hoping to let Processing create a simple CSV with the x-accelerations in there, one on each row, but I can't get it to work... I have tried many things, but all of them didn't gave me the ouput I wanted. The Processing sketch does make the CSV file, but it's empty! It drives me nuts..
Can somebody help me? Thanks!
This is the Processing sketch I used:
- import processing.serial.*;
Serial mySerial;
PrintWriter output;
int accel_x;
void setup() {
mySerial = new Serial( this, "/dev/cu.usbserial-AM02744T", 19200 );
output = createWriter( "documents/datalauran.txt" );
}
void draw() {
if (mySerial.available() > 0 ) {
String value = mySerial.readString();
if ( value != null ) {
output.println(accel_x);
}
}
}
void keyPressed() {
output.flush(); // Writes the remaining data to the file
output.close(); // Finishes the file
exit(); // Stops the program
}
- // MPU-6050 Accelerometer + Gyro
// -----------------------------
//
// By arduino.cc user "Krodal".
// June 2012
// Open Source / Public Domain
//
// Using Arduino 1.0.1
// It will not work with an older version,
// since Wire.endTransmission() uses a parameter
// to hold or release the I2C bus.
//
// Documentation:
// - The InvenSense documents:
// - "MPU-6000 and MPU-6050 Product Specification",
// PS-MPU-6000A.pdf
// - "MPU-6000 and MPU-6050 Register Map and Descriptions",
// RM-MPU-6000A.pdf or RS-MPU-6000A.pdf
// - "MPU-6000/MPU-6050 9-Axis Evaluation Board User Guide"
// AN-MPU-6000EVB.pdf
//
// The accuracy is 16-bits.
//
// Temperature sensor from -40 to +85 degrees Celsius
// 340 per degrees, -512 at 35 degrees.
//
//------PIECE CUT OUT BECAUSE IT WAS TOO LONG--------// - //
// Declaring an union for the registers and the axis values.
// The byte order does not match the byte order of
// the compiler and AVR chip.
// The AVR chip (on the Arduino board) has the Low Byte
// at the lower address.
// But the MPU-6050 has a different order: High Byte at
// lower address, so that has to be corrected.
// The register part "reg" is only used internally,
// and are swapped in code.
typedef union accel_t_gyro_union
{
struct
{
uint8_t x_accel_h;
uint8_t x_accel_l;
uint8_t y_accel_h;
uint8_t y_accel_l;
uint8_t z_accel_h;
uint8_t z_accel_l;
uint8_t t_h;
uint8_t t_l;
uint8_t x_gyro_h;
uint8_t x_gyro_l;
uint8_t y_gyro_h;
uint8_t y_gyro_l;
uint8_t z_gyro_h;
uint8_t z_gyro_l;
} reg;
struct
{
int x_accel;
int y_accel;
int z_accel;
int temperature;
int x_gyro;
int y_gyro;
int z_gyro;
} value;
};
// Use the following global variables and access functions to help store the overall
// rotation angle of the sensor
unsigned long last_read_time;
float last_x_angle; // These are the filtered angles
float last_y_angle;
float last_z_angle;
float last_gyro_x_angle; // Store the gyro angles to compare drift
float last_gyro_y_angle;
float last_gyro_z_angle;
void set_last_read_angle_data(unsigned long time, float x, float y, float z, float x_gyro, float y_gyro, float z_gyro) {
last_read_time = time;
last_x_angle = x;
last_y_angle = y;
last_z_angle = z;
last_gyro_x_angle = x_gyro;
last_gyro_y_angle = y_gyro;
last_gyro_z_angle = z_gyro;
}
inline unsigned long get_last_time() {return last_read_time;}
inline float get_last_x_angle() {return last_x_angle;}
inline float get_last_y_angle() {return last_y_angle;}
inline float get_last_z_angle() {return last_z_angle;}
inline float get_last_gyro_x_angle() {return last_gyro_x_angle;}
inline float get_last_gyro_y_angle() {return last_gyro_y_angle;}
inline float get_last_gyro_z_angle() {return last_gyro_z_angle;}
// Use the following global variables and access functions
// to calibrate the acceleration sensor
float base_x_accel;
float base_y_accel;
float base_z_accel;
float base_x_gyro;
float base_y_gyro;
float base_z_gyro;
int read_gyro_accel_vals(uint8_t* accel_t_gyro_ptr) {
// Read the raw values.
// Read 14 bytes at once,
// containing acceleration, temperature and gyro.
// With the default settings of the MPU-6050,
// there is no filter enabled, and the values
// are not very stable. Returns the error value
accel_t_gyro_union* accel_t_gyro = (accel_t_gyro_union *) accel_t_gyro_ptr;
int error = MPU6050_read (MPU6050_ACCEL_XOUT_H, (uint8_t *) accel_t_gyro, sizeof(*accel_t_gyro));
// Swap all high and low bytes.
// After this, the registers values are swapped,
// so the structure name like x_accel_l does no
// longer contain the lower byte.
uint8_t swap;
#define SWAP(x,y) swap = x; x = y; y = swap
SWAP ((*accel_t_gyro).reg.x_accel_h, (*accel_t_gyro).reg.x_accel_l);
SWAP ((*accel_t_gyro).reg.y_accel_h, (*accel_t_gyro).reg.y_accel_l);
SWAP ((*accel_t_gyro).reg.z_accel_h, (*accel_t_gyro).reg.z_accel_l);
SWAP ((*accel_t_gyro).reg.t_h, (*accel_t_gyro).reg.t_l);
SWAP ((*accel_t_gyro).reg.x_gyro_h, (*accel_t_gyro).reg.x_gyro_l);
SWAP ((*accel_t_gyro).reg.y_gyro_h, (*accel_t_gyro).reg.y_gyro_l);
SWAP ((*accel_t_gyro).reg.z_gyro_h, (*accel_t_gyro).reg.z_gyro_l);
return error;
}
// The sensor should be motionless on a horizontal surface
// while calibration is happening
void calibrate_sensors() {
int num_readings = 10;
float x_accel = 0;
float y_accel = 0;
float z_accel = 0;
float x_gyro = 0;
float y_gyro = 0;
float z_gyro = 0;
accel_t_gyro_union accel_t_gyro;
//Serial.println("Starting Calibration");
// Discard the first set of values read from the IMU
read_gyro_accel_vals((uint8_t *) &accel_t_gyro);
// Read and average the raw values from the IMU
for (int i = 0; i < num_readings; i++) {
read_gyro_accel_vals((uint8_t *) &accel_t_gyro);
x_accel += accel_t_gyro.value.x_accel;
y_accel += accel_t_gyro.value.y_accel;
z_accel += accel_t_gyro.value.z_accel;
x_gyro += accel_t_gyro.value.x_gyro;
y_gyro += accel_t_gyro.value.y_gyro;
z_gyro += accel_t_gyro.value.z_gyro;
delay(100);
}
x_accel /= num_readings;
y_accel /= num_readings;
z_accel /= num_readings;
x_gyro /= num_readings;
y_gyro /= num_readings;
z_gyro /= num_readings;
// Store the raw calibration values globally
base_x_accel = x_accel;
base_y_accel = y_accel;
base_z_accel = z_accel;
base_x_gyro = x_gyro;
base_y_gyro = y_gyro;
base_z_gyro = z_gyro;
//Serial.println("Finishing Calibration");
}
void setup()
{
int error;
uint8_t c;
Serial.begin(19200);
/*
Serial.println(F("InvenSense MPU-6050"));
Serial.println(F("June 2012"));
*/
// Initialize the 'Wire' class for the I2C-bus.
Wire.begin();
// default at power-up:
// Gyro at 250 degrees second
// Acceleration at 2g
// Clock source at internal 8MHz
// The device is in sleep mode.
//
error = MPU6050_read (MPU6050_WHO_AM_I, &c, 1);
/*
Serial.print(F("WHO_AM_I : "));
Serial.print(c,HEX);
Serial.print(F(", error = "));
Serial.println(error,DEC);
*/
// According to the datasheet, the 'sleep' bit
// should read a '1'. But I read a '0'.
// That bit has to be cleared, since the sensor
// is in sleep mode at power-up. Even if the
// bit reads '0'.
error = MPU6050_read (MPU6050_PWR_MGMT_2, &c, 1);
/*
Serial.print(F("PWR_MGMT_2 : "));
Serial.print(c,HEX);
Serial.print(F(", error = "));
Serial.println(error,DEC);
*/
// Clear the 'sleep' bit to start the sensor.
MPU6050_write_reg (MPU6050_PWR_MGMT_1, 0);
//Initialize the angles
calibrate_sensors();
set_last_read_angle_data(millis(), 0, 0, 0, 0, 0, 0);
}
void loop()
{
int error;
double dT;
accel_t_gyro_union accel_t_gyro;
/*
Serial.println(F(""));
Serial.println(F("MPU-6050"));
*/
// Read the raw values.
error = read_gyro_accel_vals((uint8_t*) &accel_t_gyro);
// Get the time of reading for rotation computations
unsigned long t_now = millis();
/*
Serial.print(F("Read accel, temp and gyro, error = "));
Serial.println(error,DEC);
// Print the raw acceleration values
Serial.print(F("accel x,y,z: "));
Serial.print(accel_t_gyro.value.x_accel, DEC);
Serial.print(F(", "));
Serial.print(accel_t_gyro.value.y_accel, DEC);
Serial.print(F(", "));
Serial.print(accel_t_gyro.value.z_accel, DEC);
Serial.println(F(""));
*/
// The temperature sensor is -40 to +85 degrees Celsius.
// It is a signed integer.
// According to the datasheet:
// 340 per degrees Celsius, -512 at 35 degrees.
// At 0 degrees: -512 - (340 * 35) = -12412
/*
Serial.print(F("temperature: "));
dT = ( (double) accel_t_gyro.value.temperature + 12412.0) / 340.0;
Serial.print(dT, 3);
Serial.print(F(" degrees Celsius"));
Serial.println(F(""));
// Print the raw gyro values.
Serial.print(F("raw gyro x,y,z : "));
Serial.print(accel_t_gyro.value.x_gyro, DEC);
Serial.print(F(", "));
Serial.print(accel_t_gyro.value.y_gyro, DEC);
Serial.print(F(", "));
Serial.print(accel_t_gyro.value.z_gyro, DEC);
Serial.print(F(", "));
Serial.println(F(""));
*/
// Convert gyro values to degrees/sec
float FS_SEL = 131;
/*
float gyro_x = (accel_t_gyro.value.x_gyro - base_x_gyro)/FS_SEL;
float gyro_y = (accel_t_gyro.value.y_gyro - base_y_gyro)/FS_SEL;
float gyro_z = (accel_t_gyro.value.z_gyro - base_z_gyro)/FS_SEL;
*/
float gyro_x = (accel_t_gyro.value.x_gyro - base_x_gyro)/FS_SEL;
float gyro_y = (accel_t_gyro.value.y_gyro - base_y_gyro)/FS_SEL;
float gyro_z = (accel_t_gyro.value.z_gyro - base_z_gyro)/FS_SEL;
// Get raw acceleration values
//float G_CONVERT = 16384;
float accel_x = accel_t_gyro.value.x_accel;
float accel_y = accel_t_gyro.value.y_accel;
float accel_z = accel_t_gyro.value.z_accel;
// Get angle values from accelerometer
float RADIANS_TO_DEGREES = 180/3.14159;
// float accel_vector_length = sqrt(pow(accel_x,2) + pow(accel_y,2) + pow(accel_z,2));
float accel_angle_y = atan(-1*accel_x/sqrt(pow(accel_y,2) + pow(accel_z,2)))*RADIANS_TO_DEGREES;
float accel_angle_x = atan(accel_y/sqrt(pow(accel_x,2) + pow(accel_z,2)))*RADIANS_TO_DEGREES;
float accel_angle_z = 0;
// Compute the (filtered) gyro angles
float dt =(t_now - get_last_time())/1000.0;
float gyro_angle_x = gyro_x*dt + get_last_x_angle();
float gyro_angle_y = gyro_y*dt + get_last_y_angle();
float gyro_angle_z = gyro_z*dt + get_last_z_angle();
// Compute the drifting gyro angles
float unfiltered_gyro_angle_x = gyro_x*dt + get_last_gyro_x_angle();
float unfiltered_gyro_angle_y = gyro_y*dt + get_last_gyro_y_angle();
float unfiltered_gyro_angle_z = gyro_z*dt + get_last_gyro_z_angle();
// Apply the complementary filter to figure out the change in angle - choice of alpha is
// estimated now. Alpha depends on the sampling rate...
float alpha = 0.96;
float angle_x = alpha*gyro_angle_x + (1.0 - alpha)*accel_angle_x;
float angle_y = alpha*gyro_angle_y + (1.0 - alpha)*accel_angle_y;
float angle_z = gyro_angle_z; //Accelerometer doesn't give z-angle
// Update the saved data with the latest values
set_last_read_angle_data(t_now, angle_x, angle_y, angle_z, unfiltered_gyro_angle_x, unfiltered_gyro_angle_y, unfiltered_gyro_angle_z);
// Send the data to the serial port
/* Serial.print(F("DEL:")); //Delta T
Serial.print(dt, DEC);
Serial.print(F("#ACC:")); //Accelerometer angle
Serial.print(accel_angle_x, 2);
Serial.print(F(","));
Serial.print(accel_angle_y, 2);
Serial.print(F(","));
Serial.print(accel_angle_z, 2);
Serial.print(F("#GYR:"));
Serial.print(unfiltered_gyro_angle_x, 2); //Gyroscope angle
Serial.print(F(","));
Serial.print(unfiltered_gyro_angle_y, 2);
Serial.print(F(","));
Serial.print(unfiltered_gyro_angle_z, 2);
Serial.print(F("#FIL:")); //Filtered angle
Serial.print(angle_x, 2);
Serial.print(F(","));
Serial.print(angle_y, 2);
Serial.print(F(","));
Serial.print(angle_z, 2);
Serial.println(F(""));
*/
Serial.println(accel_x, 2);
// Delay so we don't swamp the serial port
delay(500);
}
// --------------------------------------------------------
// MPU6050_read
//
// This is a common function to read multiple bytes
// from an I2C device.
//
// It uses the boolean parameter for Wire.endTransMission()
// to be able to hold or release the I2C-bus.
// This is implemented in Arduino 1.0.1.
//
// Only this function is used to read.
// There is no function for a single byte.
//
int MPU6050_read(int start, uint8_t *buffer, int size)
{
int i, n, error;
Wire.beginTransmission(MPU6050_I2C_ADDRESS);
n = Wire.write(start);
if (n != 1)
return (-10);
n = Wire.endTransmission(false); // hold the I2C-bus
if (n != 0)
return (n);
// Third parameter is true: relase I2C-bus after data is read.
Wire.requestFrom(MPU6050_I2C_ADDRESS, size, true);
i = 0;
while(Wire.available() && i<size)
{
buffer[i++]=Wire.read();
}
if ( i != size)
return (-11);
return (0); // return : no error
}
// --------------------------------------------------------
// MPU6050_write
//
// This is a common function to write multiple bytes to an I2C device.
//
// If only a single register is written,
// use the function MPU_6050_write_reg().
//
// Parameters:
// start : Start address, use a define for the register
// pData : A pointer to the data to write.
// size : The number of bytes to write.
//
// If only a single register is written, a pointer
// to the data has to be used, and the size is
// a single byte:
// int data = 0; // the data to write
// MPU6050_write (MPU6050_PWR_MGMT_1, &c, 1);
//
int MPU6050_write(int start, const uint8_t *pData, int size)
{
int n, error;
Wire.beginTransmission(MPU6050_I2C_ADDRESS);
n = Wire.write(start); // write the start address
if (n != 1)
return (-20);
n = Wire.write(pData, size); // write data bytes
if (n != size)
return (-21);
error = Wire.endTransmission(true); // release the I2C-bus
if (error != 0)
return (error);
return (0); // return : no error
}
// --------------------------------------------------------
// MPU6050_write_reg
//
// An extra function to write a single register.
// It is just a wrapper around the MPU_6050_write()
// function, and it is only a convenient function
// to make it easier to write a single register.
//
int MPU6050_write_reg(int reg, uint8_t data)
{
int error;
error = MPU6050_write(reg, &data, 1);
return (error);
}
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