emg threshold calibartie toegevoegd en wat namen van variabelen veranderd in betere namen
Dependencies: FastPWM HIDScope MODSERIAL QEI biquadFilter mbed
Diff: main.cpp
- Revision:
- 0:3c99f1705565
- Child:
- 1:ba63033da653
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/main.cpp Mon Oct 31 11:25:32 2016 +0000 @@ -0,0 +1,344 @@ +#include "mbed.h" +#include "HIDScope.h" +#include "BiQuad.h" +#include "MODSERIAL.h" +#include "QEI.h" +#include "FastPWM.h" + +// in gebruik: D(0(TX),1(RX),4(motor2dir),5(motor2pwm),6(motor1pwm),7(motor1dir), +//8(pushbutton),9(servoPWM),10(encoder),11(encoder),12(encoder),13(encoder)) A(0,1,2)(emg) + +MODSERIAL pc(USBTX, USBRX); +HIDScope scope(6); // the amount of scopes to send to the pc + +//Define objects + +//Define the EMG inputs +AnalogIn emg1( A0 ); +AnalogIn emg2( A1 ); +AnalogIn emg3( A2 ); + +//Define motor outputs +DigitalOut motor1dir(D7); //direction of motor 1, attach at m1, set to 0: cw +FastPWM motor1(D6); // speed of motor 1 +FastPWM motor2(D5); //speed of motor 2 +DigitalOut motor2dir(D4); //direction of motor 2, attach at m2, set to 0: ccw +FastPWM servo(D9); //servo pwm + +QEI Encoder1(D13,D12,NC,64,QEI::X4_ENCODING); //defining encoder +QEI Encoder2(D11,D10,NC,64,QEI::X4_ENCODING); //defining encoder + +//Define the Tickers +Ticker pos_timer; // the timer which is used to print the position every second +Ticker sample_timer; // the timer which is used to decide when a sample needs to be taken +Ticker control; // Ticker for processing encoder input to motor output +Ticker servo_control; // Ticker for calling servo_control + +//Initialize all variables +volatile bool sampletimer = false; // go flag +volatile bool controller_go=false; +volatile bool servo_go=false; + +double threshold = 0.04; // the threshold which the emg signals need to surpass to do something +double samplefreq=0.002; // every 0.002 sec a sample will be taken this is a frequency of 500 Hz +double emg02; // the first emg signal +double emg12; // the second emg signal +double emg22; // the third emg signal +double ref_x=0.0000; // the x reference position +double ref_y=0.0000; // the y reference position +double old_ref_x; // the old x reference +double old_ref_y; // the old y reference +double speed=0.00008; // the variable with which a speed is reached of 1cm/s +double theta=0.0; // angle of the arm +double radius=0.0; // radius of the arm + +const double minRadius=0.43; // minimum radius of arm +const double maxRadius=0.62; // maximum radius of arm +const double min_y=-0.26; // minimum height which the spatula can reach +char key; // variable to place the keyboard input + +double m1_pwm=0; //variable for PWM control motor 1 +double m2_pwm=0; //variable for PWM control motor 2 + +const double m1_Kp = 35.16, m1_Ki = 108.8, m1_Kd = 2.84, m1_N = 100; // controller constants motor 1 +double m1_v1 = 0, m1_v2 = 0; // Memory variables +const double m1_Ts = 0.01; // Controller sample time + +const double m2_Kp = 9.974, m2_Ki = 16.49, m2_Kd = 1.341, m2_N = 100; // controller constants motor 2 +double m2_v1 = 0, m2_v2 = 0; // Memory variables +const double m2_Ts = 0.01; // Controller sample time + +const double pi=3.14159265359; +const double res = 64.0/(1.0/131.25*2.0*pi); // resolution on gearbox shaft per pulse +const double V_max=9.0; // maximum voltage supplied by trafo +const double pulleyRadius=0.0398/2.0; // pulley radius + +double servo_pwm=0.0023; // duty cycle 1.5 ms 7.5%, min 0.5 ms 2.5%, max 2.5 ms 12.5% +const double minTheta=-43.0/180.0*pi; //minimum angle robot +const double maxTheta=-32.0/180.0*pi; // maximum angle to which the spatula can stabilise +const double diffTheta=maxTheta-minTheta; //difference between max and min angle of theta for stabilisation +const double min_servo_pwm=0.00217; // corresponds to angle of theta -32 degrees +const double max_servo_pwm=0.0023; // corresponds to angle of theta -43 degrees +const double res_servo=max_servo_pwm-min_servo_pwm; //resolution of servo pwm signal between min and max angle +const double servo_Ts=0.02; +bool z_push=false; + +//Define the needed Biquad chains +BiQuadChain bqc11; +BiQuadChain bqc13; +BiQuadChain bqc21; +BiQuadChain bqc23; +BiQuadChain bqc31; +BiQuadChain bqc33; + +//Define the BiQuads for the filter of the first emg signal +//Notch filter +BiQuad bq111(0.9795, -1.5849, 0.9795, 1.0000, -1.5849, 0.9589); +BiQuad bq112(0.9833, -1.5912, 0.9833, 1.0000, -1.5793, 0.9787); +BiQuad bq113(0.9957, -1.6111, 0.9957, 1.0000, -1.6224, 0.9798); +//High pass filter +//BiQuad bq121( 9.56543e-01, -1.91309e+00, 9.56543e-01, -1.91120e+00, 9.14976e-01 ); //Old biquad values +BiQuad bq121( 0.8956, -1.7911, 0.8956, 1.0000, -1.7814, 0.7941); +BiQuad bq122( 0.9192, -1.8385, 0.9192, 1.0000, -1.8319, 0.8450); +BiQuad bq123( 0.9649, -1.9298, 0.9649, 1.0000, -1.9266, 0.9403); +//Low pass filter +BiQuad bq131( 3.91302e-05, 7.82604e-05, 3.91302e-05, -1.98223e+00, 9.82385e-01 ); + +//Define the BiQuads for the filter of the second emg signal +//Notch filter +BiQuad bq211 = bq111; +BiQuad bq212 = bq112; +BiQuad bq213 = bq113; +//High pass filter +BiQuad bq221 = bq121; +BiQuad bq222 = bq122; +BiQuad bq223 = bq123; +//Low pass filter +BiQuad bq231 = bq131; + +//Define the BiQuads for the filter of the third emg signal +//notch filter +BiQuad bq311 = bq111; +BiQuad bq312 = bq112; +BiQuad bq313 = bq113; +//High pass filter +BiQuad bq321 = bq121; +BiQuad bq323 = bq122; +BiQuad bq322 = bq123; +//low pass filter +BiQuad bq331 = bq131; + +void sampleflag() +{ + if (sampletimer==true) { + // this if statement is used to see if the code takes too long before it is called again + pc.printf("rate too high error in sampleflag\n\r"); + } + //This sets the go flag for when the function sample needs to be called + sampletimer=true; +} + +void activate_controller() +{ + if (controller_go==true) { + // this if statement is used to see if the code takes too long before it is called again + pc.printf("rate too high error in activate_controller()\n\r"); + } + controller_go=true; //activate go flag +} + +void activate_servo_control() +{ + if (servo_go==true) { + pc.printf("error servo"); + } + servo_go=true; //activate go flag +} + +void sample() +{ + //This checks if a key is pressed and changes the variable key in the pressed key + if (pc.readable()==1) { + key=pc.getc(); + } + //Read the emg signals and filter it + + emg02=bqc13.step(fabs(bqc11.step(emg1.read()))); //filtered signal 0 + emg12=bqc23.step(fabs(bqc21.step(emg2.read()))); //filtered signal 1 + emg22=bqc33.step(fabs(bqc31.step(emg3.read()))); //filtered signal 2 + + //remember what the reference was + old_ref_x=ref_x; + old_ref_y=ref_y; + //look if the emg signals go over the threshold and change the reference accordingly + if (emg02>threshold&&emg12>threshold&&emg22>threshold || key=='d') { + ref_x=ref_x-speed; + ref_y=ref_y-speed; + + } else if (emg02>threshold&&emg12>threshold || key == 'a' || key == 'z') { + ref_x=ref_x-speed; + + } else if (emg02>threshold&&emg22>threshold || key == 's') { + ref_y=ref_y-speed; + + } else if (emg12>threshold&&emg22>threshold || key == 'e' ) { + ref_x=ref_x+speed; + ref_y=ref_y+speed; + + } else if (emg12>threshold || key == 'q' ) { + ref_x=ref_x+speed; + + } else if (emg22>threshold || key == 'w') { + ref_y=ref_y+speed; + } + + if (key != 'z' && z_push) { + ref_x=0.0; + ref_y=0.0; + Encoder1.reset(); + Encoder2.reset(); + z_push=false; + } + + // convert the x and y reference to the theta and radius reference + theta=atan(ref_y/(ref_x+minRadius)); + radius=sqrt(pow(ref_x+minRadius,2)+pow(ref_y,2)); + + //look if the new reference is outside the possible range and revert back to the old reference if it is outside the range + if (radius < minRadius) { + if (key != 'z') { + ref_x=old_ref_x; + ref_y=old_ref_y; + } else if (key == 'z') { + z_push=true; + } + } else if ( radius > maxRadius) { + ref_x=old_ref_x; + ref_y=old_ref_y; + } else if (ref_y<min_y) { + ref_y=old_ref_y; + } + theta=atan(ref_y/(ref_x+minRadius)); + radius=sqrt(pow(ref_x+minRadius,2)+pow(ref_y,2)); +} + +double PID( double err, const double Kp, const double Ki, const double Kd, + const double Ts, const double N, double &v1, double &v2 ) //discrete PIDF filter +{ + const double a1 =-4/(N*Ts+2), + a2=-(N*Ts-2)/(N*Ts+2), + b0=(4*Kp + 4*Kd*N + 2*Ki*Ts+2*Kp*N*Ts+Ki*N*pow(Ts,2))/(2*N*Ts+4), + b1=(Ki*N*pow(Ts,2)-4*Kp-4*Kd*N)/(N*Ts+2), + b2=(4*Kp+4*Kd*N-2*Ki*Ts-2*Kp*N*Ts+Ki*N*pow(Ts,2))/(2*N*Ts+4); + + double v=err-a1*v1-a2*v2; + double u=b0*v+b1*v1+b2*v2; + v2=v1; + v1=v; + return u; +} + +void controller() //function for executing controller action +{ + + //converting radius and theta to gearbox angle + double ref_angle1=16*theta; + double ref_angle2=(-radius+minRadius)/pulleyRadius; + + double angle1 = Encoder1.getPulses()/res; //get number of pulses (counterclockwise is positive) + double angle2 = Encoder2.getPulses()/res; //get number of pulses + m1_pwm = (PID(ref_angle1-angle1,m1_Kp,m1_Ki,m1_Kd,m1_Ts,m1_N,m1_v1,m1_v2))/V_max; + //divide by voltage to get pwm duty cycle percentage) + m2_pwm = (PID(ref_angle2-angle2,m2_Kp,m2_Ki,m2_Kd,m2_Ts,m2_N,m2_v1,m2_v2))/V_max; + + //limit pwm value and change motor direction when pwm becomes either negative or positive + if (m1_pwm >=0.0f && m1_pwm <=1.0f) { + motor1dir=0; + motor1.write(m1_pwm); + } else if (m1_pwm < 0.0f && m1_pwm >= -1.0f) { + motor1dir=1; + motor1.write(-m1_pwm); + } + + if (m2_pwm >=0.0f && m2_pwm <=1.0f) { + motor2dir=0; + motor2.write(m2_pwm); + } else if (m2_pwm < 0.0f && m2_pwm >= -1.0f) { + motor2dir=1; + motor2.write(-m2_pwm); + } + + //hidsopce to check what the code does exactly + scope.set(0,ref_angle1-angle1); //error + scope.set(1,ref_angle1); + scope.set(2,m1_pwm); + scope.set(3,ref_angle2-angle2); + scope.set(4,ref_angle2); + scope.set(5,servo_pwm); + scope.send(); +} + +void servo_controller() +{ + if (theta < maxTheta ) { + servo_pwm=min_servo_pwm+(theta-minTheta)/diffTheta*res_servo; + } else { + servo_pwm=max_servo_pwm; + } + + servo.pulsewidth(servo_pwm); + +} + + +void my_pos() +{ + //This function is attached to a ticker so that the reference position is printed every second. + pc.printf("x_pos=%.4f\ty_pos=%.4f\tradius=%.4f\tangle=%.4f\n\r",ref_x,ref_y,radius,theta); + +} + +int main() +{ + pc.printf("RESET\n\r"); + pc.baud(115200); + + //Attach the Biquads to the Biquad chains + bqc11.add( &bq111 ).add( &bq112 ).add( &bq113 ).add( &bq121 ).add( &bq122 ).add( &bq123 ); + bqc13.add( &bq131); + bqc21.add( &bq211 ).add( &bq212 ).add( &bq213 ).add( &bq221 ).add( &bq222 ).add( &bq223 ); + bqc23.add( &bq231); + bqc31.add( &bq311 ).add( &bq312 ).add( &bq313 ).add( &bq321 ).add( &bq322 ).add( &bq323 ); + bqc33.add( &bq331); + + motor1.period(0.02f); //period of pwm signal for motor 1 + motor2.period(0.02f); // period of pwm signal for motor 2 + motor1dir=0; // setting direction to ccw + motor2dir=0; // setting direction to ccw + + //Attach the 'sample' function to the timer 'sample_timer'. + //this ensures that 'sample' is executed every 0.002 seconds = 500 Hz + sample_timer.attach(&sampleflag, samplefreq); + + //Attach the function my_pos to the timer pos_timer. + //This ensures that the position is printed every second. + pos_timer.attach(&my_pos, 1); + control.attach(&activate_controller,m1_Ts); //Ticker for processing encoder input + servo_control.attach(&activate_servo_control,servo_Ts); + + while(1) { + //Only take a sample when the go flag is true. + if (sampletimer==true) { + sample(); + sampletimer = false; //change sampletimer to false if sample() is finished + } + if(controller_go) { // go flag + controller(); + controller_go=false; + } + if(servo_go) { + servo_controller(); + servo_go=false; + } + } +} \ No newline at end of file