car using PID from centre line
Dependencies: FRDM-TFC mbed CBuffer XBEE mbed_angular_speed motor2 MMA8451Q
Fork of KL25Z_Camera_Test by
Diff: main.cpp
- Revision:
- 31:1a06c9e1985e
- Parent:
- 29:b5b31256572b
- Child:
- 32:6829684f8c4d
diff -r b5b31256572b -r 1a06c9e1985e main.cpp --- a/main.cpp Tue Jan 10 11:24:13 2017 +0000 +++ b/main.cpp Wed Jan 11 11:36:56 2017 +0000 @@ -121,7 +121,6 @@ wR = 0; prevL = 0; prevR = 0; - } void initPID(pid_instance* pid, float Kp, float Ki, float Kd) { @@ -139,29 +138,35 @@ bool leftSeen; bool rightSeen; - + +//Function which calcuates how far to the left/right of the centre of the track the car is +//Takes data from either camera, and passes some variables by reference, which will hold +//the indices holding the locations of the left and right edges of the track inline float findCentreValue(volatile uint16_t * cam_data, uint8_t &l, uint8_t &r) { - diff = 0; - prev = -1; + diff = 0; //Holds difference in intensity between consecutive pixels + prev = -1; //Holds index of last inspected pixel + //Used for crossroads navigation, holds info on which edges of the track are observed leftSeen = false; rightSeen = false; - + + //Starting in the middle index, step left, inspecting the the edge of the track for(i = 63; i > 0; i--) { curr_left = (uint8_t)(cam_data[i] >> 4) & 0xFF; diff = prev - curr_left; + //Check incorporates a combination of looking at the difference in intensities + //and whether the pixels intensity is less than a threshold, corresponding to the black edge if(abs(diff) >= CAM_DIFF && curr_left <= CAM_THRESHOLD && prev != -1) { - l = i; + l = i; //Record the index where the edge is observed leftSeen = true; break; } - prev = curr_left; + prev = curr_left; //Update previous value for the loop } - - prev = -1; + //As before, start in the middle but this time step rightwards in the image for(i = 64; i < 128; i++) { curr_right = (uint8_t)(cam_data[i] >> 4) & 0xFF; int diff = prev - curr_right; @@ -173,26 +178,32 @@ prev = curr_right; } + //If both edges are not visible, we are likely in a crossroads if(!rightSeen && !leftSeen) { sendString("lost edges"); - ALIGN_SERVO; - servo_pid.integral = 0; + ALIGN_SERVO; //Straighten wheels so we go straight through the crossroads + servo_pid.integral = 0; } - //Calculate how left/right we are + //Calculate how left/right from the centre line we are return (64 - ((l+r)/2))/64.f; } +//Unused function currently +//Was used to establish whether we are in a corner, by inspecting a buffer of +//centre line values inline void handleCornering() { + //Get current value of how left/right of centre line we are on the track float lookaheadMeasuredValue = findCentreValue(LOOKAHEAD_CAMERA, farLeft, farRight); measuredValBuffer[frame_counter % 64] = servo_pid.measured_value; int count = 0; for(i = 0; i < 10; i++) { + //Step through the buffer, using modulus operator float val = abs(measuredValBuffer[(frame_counter - i) % 64]); - if(val > 0.09) { + if(val > 0.09) { //If the value exceeds a certain value (obtained experimentally), we are in a corner count++; } } @@ -241,6 +252,8 @@ } +//Unused function currently +//Was used to estimate whether the stop marker was seen inline float getLineEntropy() { float entropy = 0; float last = (int8_t)(CLOSE_CAMERA[0] >> 4) & 0xFF; @@ -259,7 +272,7 @@ pid->p_error = pid->pid_error; if(pid->integral > 1.0f) { - pid->integral = 1.0f; + pid->integral = 1.0f; } if(pid->integral < -1.0f ) { pid->integral = -1.0f; @@ -278,7 +291,7 @@ 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) { + if(wL - prevL < 1.2/0.025) { //<3 magic numbers: 48....? left_motor_pid.measured_value = wL; } if(wR - prevR < 1.2/0.025) { @@ -299,7 +312,8 @@ else //Unhappy PID state { //sendString("out = %f p_err = %f", servo_pid.output, servo_pid.p_error); - ALIGN_SERVO; + //ALIGN_SERVO; + //Could cause the car to be travelling along one side of the track rather than in the middle if(servo_pid.output >= 1.0f) { TFC_SetServo(0, 0.9f); servo_pid.output = 1.0f; @@ -333,57 +347,16 @@ } inline void handleStartStop() { + + //Function to detect the NXP cup stop marker - //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 slower = 0; //Only send a string every few frames + int difference = 0; //Holds the difference between intensities of consecutive pixels 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?) + //Starting near the left edge, step right, counting transitions. + //If there are several (exact value varies, best established experimentally), it is the marker for(int i = 30; i < 98; i++) { currentPixel = (int)(CLOSE_CAMERA[i] >> 4) & 0xFF; difference = lastPixel - currentPixel; @@ -393,9 +366,11 @@ } lastPixel = currentPixel; } + //Was used to send an indication that the marker was seen, useful for debugging //if (slower % 1000 == 0) { //sendString("Transitions seen: %d", transitionsSeen); //} + //slower++; if(transitionsSeen >= 5) { //Stop the car! sendString("Start/stop seen"); @@ -403,8 +378,6 @@ TFC_HBRIDGE_DISABLE; lapTime(); } - // slower++; - }