Code used to localize a robot using IMU with PID control
Dependencies: IMUfilter LSM9DS0 Motordriver mbed
Fork of Robot_feedback_ir by
Diff: main.cpp
- Revision:
- 0:98baffd99476
- Child:
- 1:e71cba217586
diff -r 000000000000 -r 98baffd99476 main.cpp --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/main.cpp Wed Mar 11 21:57:57 2015 +0000 @@ -0,0 +1,211 @@ +#include "mbed.h" +#include "motordriver.h" +#include "LSM9DS0.h" + +/*/////// PID control gains + / These values need to be adjusted in accordance with the individual + / actuators (motors) either by trial and error or computation. The information + / here should help: http://developer.mbed.org/cookbook/PID +*//////// +#define RATE 0.1 +#define Kp 0.0 +#define Ki 0.0 +#define Kd 0.0 + +// SDO_XM and SDO_G are pulled up, so our addresses are: +#define LSM9DS0_XM_ADDR 0x1D // Would be 0x1E if SDO_XM is LOW +#define LSM9DS0_G_ADDR 0x6B // Would be 0x6A if SDO_G is LOW + +// peripheral objects +DigitalOut f(LED1); // forward +DigitalOut b(LED2); // backward +DigitalOut l(LED3); // left +DigitalOut r(LED4); // right +//See http://mbed.org/cookbook/Motor +//Connections to dual H-brdige driver for the two drive motors +Motor left(p21, p22, p23, 1); // pwm, fwd, rev, has brake feature +Motor right(p26, p25, p24, 1); +AnalogIn ir_c(p20); // center IR sensor +AnalogIn ir_l(p19); // left IR sensor +AnalogIn ir_r(p18); // right IR sensor +LSM9DS0 imu(p9, p10, LSM9DS0_G_ADDR, LSM9DS0_XM_ADDR); // imu sensor +Serial pc(USBTX, USBRX); // usb serial for debugging + +// function prototypes +void setup(); +void initIMU(); +float getHeading(); +float updatePID(); + +// global variables +int count; // counter for IR +float initHeading; // initial heading +float calcHeading; // calculated heading +float heading[1]; // index 0 = goal, index 1 = current +float headingAvg[100]; +float sum; +float previousError; // previous error +float pidError; // error +float steadyError; // steady-state error +float P; // proportional error +float I; // integral error +float D; // derivative error +float dt; // update frequency +float kp; // proportional constant +float ki; // integral constant +float kd; // derivative constant +float output; // PID controller output +float motorSpeed1; // motor speed for left motor +float motorSpeed2; // motor speed for right motor + +// function implementations +void setup() +{ + // Use the begin() function to initialize the LSM9DS0 library. + // You can either call it with no parameters (the easy way): + uint16_t status = imu.begin(); + + //Make sure communication is working + pc.printf("LSM9DS0 WHO_AM_I's returned: 0x%X\n", status); + pc.printf("Should be 0x49D4\n\n"); +} + +// obtains the initial heading upon bootup +void initIMU() +{ + imu.readMag(); + initHeading = imu.calcHeading(); + heading[0] = initHeading; + heading[1] = initHeading; +} + +// obtains an updated heading +float getHeading() +{ + imu.readMag(); // reads current value + calcHeading = imu.calcHeading(); // sets current value + + //pc.printf("Compass Heading (in degrees): "); + //pc.printf("%2f\r\n",calcHeading); + //pc.printf("%2f\r\n",heading[0]); + + return calcHeading; +} + +// pid controller +float updatePID(float current, float target, float dt) +{ + // calculate difference between actual and goal values + pidError = target - current; + if (pidError < -270) pidError += 360; + if (pidError > 270) pidError -= 360; + + // accumulates error over time + steadyError += pidError*dt; + + // integrator windup compensation (saturates to actuator's output) + if (steadyError < -10.0) steadyError = -10.0; + if (steadyError > 10.0) steadyError = 10.0; + + P = kp*pidError; // proportional error + I = ki*steadyError; // integral error + D = kd*(pidError - previousError)/dt; // derivative error + + // save current error + previousError = pidError; + + float pidOutput = P + I + D; // calculate the PID output + pidOutput /= 100.0; // scale it down to get it within the range of the actuator - probably needs tuning + if(pidOutput < -0.1) pidOutput = -0.1; + if(pidOutput > 0.1) pidOutput = 0.1; + + wait(dt); + + //pc.printf("P = %f | I = %f | D = %f | Output = %f\n",P,I,D,pidOutput); + return pidOutput; +} + +int main() +{ + // initialization functions + setup(); + initIMU(); + + // variables + dt = RATE; + kp = Kp; + ki = Ki; + kd = Kd; + motorSpeed1 = 0.4; + motorSpeed2 = 0.4; + + while(1) { + if(ir_c > 0.25f) { // Turn around if about to hit an obstacle + f = 0; + b = 1; + l = 1; + r = 0; + while(count < 50) { + left.speed(0.5); + right.speed(-0.5); + wait(0.02); + count++; + } + count = 0; + heading[0] = getHeading(); // updates new goal heading + } else if(ir_l > 0.25f) { // Turn right if about to hit an obstacle + f = 0; + b = 0; + l = 1; + r = 0; + while(count < 20) { + left.speed(0.5); + right.speed(-0.5); + wait(0.02); + count++; + } + count = 0; + heading[0] = getHeading(); // updates new goal heading + } else if(ir_r > 0.25f) { // Turn left if about to hit an obstacle + f = 0; + b = 0; + l = 0; + r = 1; + while(count < 20) { + left.speed(-0.5); + right.speed(0.5); + wait(0.02); + count++; + } + count = 0; + heading[0] = getHeading(); // updates new goal heading + } else { // Moves forward indefinitely + f = 1; + b = 0; + l = 0; + r = 0; + + // average the headings to elliminate noise (LPF) + // possibly needed to help smooth out sensor noise + /* + for(int x = 0; x < 100; x++) { + headingAvg[x] = getHeading(); + sum += headingAvg[x]; + } + heading[1] = sum/100; + */ + + // updates new pid values + heading[1] = getHeading(); + output = updatePID(heading[1],heading[0],dt); + + // updates new motor speeds + motorSpeed1 += output; + motorSpeed2 -= output; + + // set motor speeds + left.speed(motorSpeed1); + right.speed(motorSpeed2); + } + } +} \ No newline at end of file