car using PID from centre line
Dependencies: FRDM-TFC mbed CBuffer XBEE mbed_angular_speed motor2 MMA8451Q
Fork of KL25Z_Camera_Test by
main.cpp
- Committer:
- FatCookies
- Date:
- 2016-12-15
- Revision:
- 27:627d67e3b9b0
- Parent:
- 26:f3d770f3eda1
- Child:
- 28:613239f10ba4
File content as of revision 27:627d67e3b9b0:
//Autonomous Car GDP controller //Written by various group members //Commented & cleaned up by Max/Adam //To-do // -Change xbee transmission to non-blocking // -Improve start/stop detection and resultant action (setting PID values?) #include <stdarg.h> #include <stdio.h> #include "mbed.h" #include "TFC.h" #include "XBEE.h" #include "angular_speed.h" #include "main.h" #include "motor.h" // Serial #if USE_COMMS Serial pc(PTD3,PTD2); XBEE xb(&pc); #endif // PID Timer Timer t; //Speed Sensors interupts and timers InterruptIn leftHallSensor(D0); InterruptIn rightHallSensor(D2); Timer t1; Timer t2; //testing timer Timer lapTimer; int main() { //Set up TFC driver stuff TFC_Init(); ALIGN_SERVO; #if USE_COMMS //Setup baud rate for serial link, do not change! pc.baud(BAUD_RATE); #endif //Initialise/reset PID variables initVariables(); initSpeedSensors(); while(1) { #if USE_COMMS handleComms(); #endif //If we have an image ready if(TFC_LineScanImageReady>0) { /* Find the bounds of the track and calculate how close we are to * the centre */ servo_pid.measured_value = findCentreValue(CLOSE_CAMERA, left, right); // Check if car is at the stop line handleStartStop(); #if USE_COMMS // Send the line scan image over serial sendImage(); #endif //Reset image ready flag TFC_LineScanImageReady=0; // Slow down, adjust PID values and enable differential before corners. //handleCornering(); // Run the PID controllers and adjust steering/motor accordingly PIDController(); #if USE_COMMS // Send the wheel speeds over serial sendSpeeds(); #endif } } } void initVariables() { // Initialise three PID controllers for the servo and each wheel. initPID(&servo_pid, 2.2f, 0.6f, 0.f); initPID(&left_motor_pid, 0.01f, 0.f, 0.f); initPID(&right_motor_pid, 0.01f, 0.f, 0.f); right_motor_pid.desired_value=0; left_motor_pid.desired_value=0; // intialise the maximum speed interms of the angular speed. valBufferIndex = 0; speed = 50; //Start stop startstop = 0; seen = false; // Turning turning = 0; keepTurning = 0; slow = false; wL = 0; wR = 0; prevL = 0; prevR = 0; } void initPID(pid_instance* pid, float Kp, float Ki, float Kd) { pid->Kp = Kp; pid->Ki = Ki; pid->Kd = Kd; pid->dt = 0; pid->p_error = 0; pid->pid_error = 0; pid->integral = 0; pid->measured_value = 0; pid->desired_value = 0; pid->derivative = 0; } inline float findCentreValue(volatile uint16_t * cam_data, uint8_t &l, uint8_t &r) { diff = 0; prev = -1; for(i = 63; i > 0; i--) { curr_left = (uint8_t)(cam_data[i] >> 4) & 0xFF; diff = prev - curr_left; if(abs(diff) >= CAM_DIFF && curr_left <= CAM_THRESHOLD && prev != -1) { l = i; break; } prev = curr_left; } prev = -1; for(i = 64; i < 128; i++) { curr_right = (uint8_t)(cam_data[i] >> 4) & 0xFF; int diff = prev - curr_right; if(abs(diff) >= CAM_DIFF && curr_right <= CAM_THRESHOLD && prev != -1) { r = i; break; } prev = curr_right; } //Calculate how left/right we are return (64 - ((l+r)/2))/64.f; } inline void handleCornering() { float lookaheadMeasuredValue = findCentreValue(LOOKAHEAD_CAMERA, farLeft, farRight); measuredValBuffer[frame_counter % 64] = servo_pid.measured_value; int count = 0; for(i = 0; i < 10; i++) { float val = abs(measuredValBuffer[(frame_counter - i) % 64]); if(val > 0.09) { count++; } } if(!turning && abs(lookaheadMeasuredValue) > 0.11f){ TFC_SetMotorPWM(0.4,0.4); } if(turning) { //default //TFC_SetMotorPWM(0.4,0.4); //dutyCycleCorner(speed,servo_pid.output); //may want to have just to set cornering speed at different if going to be slowing down for cornering. //dutyCycleCorner(float cornerspeed, servo_pid.output); //dutyCycleCorner(speed, servo_pid.output); //sensorCorner(left_motor_pid.desired_value, right_motor_pid.desired_value , servo_pid.output, 50); } if(abs(servo_pid.measured_value) > 0.11f){ if(!turning) { turning = 1; } else { turning++; } } else { if(turning) { if(keepTurning == 0 || count > 6) { keepTurning++; } else { //sendString("stop turning turned=%d",turning); keepTurning = 0; turning = 0; TFC_SetMotorPWM(speed,speed); } } } } inline float getLineEntropy() { float entropy = 0; float last = (int8_t)(CLOSE_CAMERA[0] >> 4) & 0xFF; for(int i = 1; i < 128; i++) { entropy += abs(last - ((int8_t)(CLOSE_CAMERA[i] >> 4) & 0xFF)); } return entropy; } void handlePID(pid_instance *pid) { pid->dt = t.read(); pid->pid_error = pid->desired_value - pid->measured_value; pid->integral = pid->integral + pid->pid_error * pid->dt; pid->derivative = (pid->pid_error - pid->p_error) / pid->dt; pid->output = pid->Kp * pid->pid_error + pid->Ki * pid->integral + pid->Kd * pid->derivative; pid->p_error = pid->pid_error; if(pid->integral > 1.0f) { pid->integral = 1.0f; } if(pid->integral < -1.0f ) { pid->integral = -1.0f; } } inline void PIDController() { // update motor measurements // Read the angular velocity of both wheels prevL = wL; prevR = wR; wL=Get_Speed(Time_L); wR=Get_Speed(Time_R); // Check if left wheel is slipping/giving an abnormal reading and ignore reading if(wL - prevL < 1.2/0.025) { left_motor_pid.measured_value = wL; } if(wR - prevR < 1.2/0.025) { right_motor_pid.measured_value = wR; } //PID Stuff! t.start(); handlePID(&servo_pid); handlePID(&left_motor_pid); handlePID(&right_motor_pid); if((-1.0 <= servo_pid.output) && (servo_pid.output <= 1.0)) { TFC_SetServo(0, servo_pid.output); } else //Unhappy PID state { //sendString("out = %f p_err = %f", servo_pid.output, servo_pid.p_error); ALIGN_SERVO; if(servo_pid.output >= 1.0f) { TFC_SetServo(0, 0.9f); servo_pid.output = 1.0f; } else { TFC_SetServo(0, -0.9f); servo_pid.output = -1.0f; } } if(left_motor_pid.output > 1.0f) { left_motor_pid.output = 1.0f; } if(left_motor_pid.output < -1.0f) { left_motor_pid.output = 0.0f; } if(right_motor_pid.output > 1.0f) { right_motor_pid.output = 1.0f; } if(right_motor_pid.output < -1.0f) { right_motor_pid.output = 0.0f; } TFC_SetMotorPWM(left_motor_pid.output,right_motor_pid.output); t.stop(); t.reset(); t.start(); } inline void handleStartStop() { //v1: //Hacky way to detect the start/stop signal /*if(right - left < 60) { sendString("START STOP!!"); TFC_SetMotorPWM(0.f,0.f); TFC_HBRIDGE_DISABLE; startstop = 0; }*/ //----------------------------START/STOP v2----------------------------- //New method plan: //Start at the centre of the image //Look for 2 transitions (B->W OR W->B) - ignoring whether the centre pixel was black or white //this should efficiently detect whether the marker is visible, and shouldn't give too many false positives //May need to fiddle with the track width initial check, or disbale it entirely. //NB: May want to incorporate this into findCentreValue(), it looks like they will be operating in similar ways on the exact same data... /* uint8_t lastPixel, currentPixel; lastPixel = -1; //or 0? bool startStopLeft = false; bool startStopRight = false //So: //1. Starting at the middle, step left, looking for 2 transitions for(int i = 63; i > 0; i--) { currentPixel = (uint8_t)(CLOSE_CAMERA[i] >> 4) & 0xFF; //Cast to signed or unsigned? Edge detection code has signed, but it puts it in an unsigned variable... if((lastPixel - currentPixel) > 10) { //1st transition for (int j = i; j > 0; j--) { //Keep going until 2nd transition if((lastPixel - currentPixel) > 10) { //2nd transition //Set flag that 2 transitions on the left side are identified startStopLeft = true; //goto finishLeft; } } } startStopLeft = false; lastPixel = currentPixel; } //finishLeft: */ //v2.5:-------------- int slower = 0; int difference = 0; int lastPixel, currentPixel, transitionsSeen; lastPixel = -1; transitionsSeen = 0; //Starting near the left edge, step right, counting transitions. If there are 4, it is the marker (what about 3?) for(int i = 30; i < 98; i++) { currentPixel = (int)(CLOSE_CAMERA[i] >> 4) & 0xFF; difference = lastPixel - currentPixel; if(abs(difference) > 10 && lastPixel != -1){ //transition seen, increment counter transitionsSeen++; i+=5; } lastPixel = currentPixel; } //if (slower % 1000 == 0) { //sendString("Transitions seen: %d", transitionsSeen); //} if(transitionsSeen >= 5) { //Stop the car! sendString("Start/stop seen"); TFC_SetMotorPWM(0.f,0.f); TFC_HBRIDGE_DISABLE; lapTime(); } // slower++; } inline void initSpeedSensors() { t1.start(); t2.start(); //Left and Right are defined looking at the rear of the car, in the direction the camera points at. leftHallSensor.rise(&GetTime_L); rightHallSensor.rise(&GetTime_R); } void GetTime_L(){ Time_L=t1.read_us(); t1.reset(); } void GetTime_R(){ Time_R=t2.read_us(); t2.reset(); } #if USE_COMMS void sendBattery() { if(frame_counter % 256 == 0) { float level = TFC_ReadBatteryVoltage() * 6.25; pc.putc('J'); byte_float_union.a = level; pc.putc(byte_float_union.bytes[0]); pc.putc(byte_float_union.bytes[1]); pc.putc(byte_float_union.bytes[2]); pc.putc(byte_float_union.bytes[3]); } } void sendString(const char *format, ...) { va_list arg; pc.putc('E'); va_start (arg, format); pc.vprintf(format,arg); va_end (arg); pc.putc(0); } inline void sendImage() { //Only send 1/3 of camera frames to GUI program if((frame_counter % 3) == 0) { pc.putc('H'); if(sendCam == 0) { for(i = 0; i < 128; i++) { pc.putc((int8_t)(CLOSE_CAMERA[i] >> 4) & 0xFF); } } else { for(i = 0; i < 128; i++) { pc.putc((int8_t)(LOOKAHEAD_CAMERA[i] >> 4) & 0xFF); } } sendBattery(); } frame_counter++; } inline void sendSpeeds() { /*float en = getLineEntropy(); if(onTrack) { if(en <= 14000) { onTrack = false; sendString("offfffffffffffff"); TFC_SetMotorPWM(0.0,0.0); TFC_HBRIDGE_DISABLE; } } else { if(en > 14000) { onTrack = true; sendString("ON TRACK"); } }*/ pc.putc('B'); byte_float_union.a = wL * WHEEL_RADIUS;//left_motor_pid.output; // pc.putc(byte_float_union.bytes[0]); pc.putc(byte_float_union.bytes[1]); pc.putc(byte_float_union.bytes[2]); pc.putc(byte_float_union.bytes[3]); byte_float_union.a = wR * WHEEL_RADIUS; // right_motor_pid.output; // pc.putc(byte_float_union.bytes[0]); pc.putc(byte_float_union.bytes[1]); pc.putc(byte_float_union.bytes[2]); pc.putc(byte_float_union.bytes[3]); } inline void handleComms() { if(curr_cmd != 0) { switch(curr_cmd) { case 'A': if(xb.cBuffer->available() >= 12) { byte_float_union.bytes[0] = xb.cBuffer->read(); byte_float_union.bytes[1] = xb.cBuffer->read(); byte_float_union.bytes[2] = xb.cBuffer->read(); byte_float_union.bytes[3] = xb.cBuffer->read(); servo_pid.Kp = byte_float_union.a; byte_float_union.bytes[0] = xb.cBuffer->read(); byte_float_union.bytes[1] = xb.cBuffer->read(); byte_float_union.bytes[2] = xb.cBuffer->read(); byte_float_union.bytes[3] = xb.cBuffer->read(); servo_pid.Ki = byte_float_union.a; byte_float_union.bytes[0] = xb.cBuffer->read(); byte_float_union.bytes[1] = xb.cBuffer->read(); byte_float_union.bytes[2] = xb.cBuffer->read(); byte_float_union.bytes[3] = xb.cBuffer->read(); servo_pid.Kd = byte_float_union.a; sendString("pid= Kp: %f, Ki: %f, Kd: %f", servo_pid.Kp, servo_pid.Ki, servo_pid.Kd); curr_cmd = 0; } break; case 'F': if(xb.cBuffer->available() >= 1) { char a = xb.cBuffer->read(); speed = a; sendString("s = %u %f",a, speed); curr_cmd = 0; } break; default: // Unrecognised command curr_cmd = 0; break; } } if(xb.cBuffer->available() > 0 && curr_cmd == 0) { //Start car char cmd = xb.cBuffer->read(); if(cmd == 'D') { ALIGN_SERVO; right_motor_pid.desired_value=speed; left_motor_pid.desired_value=speed; TFC_HBRIDGE_ENABLE; servo_pid.integral = 0; lapTimer.start(); lapNo =0; } else if (cmd == 'C') { TFC_SetMotorPWM(0.0,0.0); right_motor_pid.desired_value=0; right_motor_pid.measured_value = 0; wR = 0; prevR = 0; left_motor_pid.desired_value=0; left_motor_pid.measured_value = 0; wL = 0; prevL = 0; TFC_HBRIDGE_DISABLE; endTest(); } else if(cmd == 'A') { curr_cmd = 'A'; } else if(cmd == 'F') { curr_cmd = 'F'; } else if(cmd == 'K') { sendCam = ~sendCam; } } } float testSpeed(float speed) { // search: Speed Increase // every time the car sees the stop start the speed of the car will increase // this can occur on stop start trigger. // may need to send the speed back to the telemetry. if (speed>0.4) { speed+=0.05; } else { speed+=0.1; } sendString("s = %f", speed); return speed; } int lapTime() { // function which sends the lap time back to the telemetry. float newTime= lapTimer.read(); lapNo += 1; float lapTime= newTime-oldTime; float avgTime= newTime/lapNo; sendString("For lap number: %d Lap Time: %f Avergae time: %f \n\r", lapNo,lapTime,avgTime); // OH WHAT UP IT'S DAT BOI!!!! return 0; } void endTest() {// This runs when the car has stopped, this should give the final elapsed time and othere things. this also stops the timer float time= lapTimer.read(); sendString("Laps done: %d Time elapsed: %f Average time: %f \n\r",lapNo, time,float (time/lapNo)); lapTimer.stop(); } #endif