new fork sure
Dependencies: HIDScope MODSERIAL PID QEI biquadFilter mbed
Fork of cpfromralph by
main.cpp
- Committer:
- ralphg_92
- Date:
- 2017-11-03
- Revision:
- 34:6e74f6629a0e
- Parent:
- 33:97e69c32a768
- Child:
- 35:82b432f5aef7
File content as of revision 34:6e74f6629a0e:
#include "mbed.h" #include "HIDScope.h" #include "MODSERIAL.h" #include "BiQuad.h" #include "QEI.h" //Define Objects AnalogIn emg1_in( A0 ); // Read Out The Signal AnalogIn emg2_in( A1 ); AnalogIn emg3_in( A2 ); AnalogIn emg4_in( A3 ); DigitalIn max_reader12( SW2 ); // Define Button Press DigitalIn max_reader34( SW3 ); DigitalOut motor1direction( D4 ); PwmOut motor1pwm( D5); PwmOut motor2pwm( D6 ); DigitalOut motor2direction( D7 ); QEI Encoder1(D10, D11, NC, 64); // Encoder QEI Encoder2(D12, D13, NC, 64); Ticker main_timer; Ticker max_read1; Ticker max_read3; Ticker Motorcontrol; //Ticker PIDtimer; HIDScope scope( 4 ); DigitalOut red(LED_RED); DigitalOut blue(LED_BLUE); DigitalOut green(LED_GREEN); Serial pc(USBTX, USBRX); // EMG Variables & Constants //Right Biceps double emg1; double emg1highfilter; double emg1notchfilter; double emg1abs; double emg1lowfilter; double max1; double maxpart1; // Left Biceps double emg2; double emg2highfilter; double emg2notchfilter; double emg2abs; double emg2lowfilter; double max2; double maxpart2; // Left Lower Arm double emg3; double emg3highfilter; double emg3notchfilter; double emg3abs; double emg3lowfilter; double max3; double maxpart3; // Right Lower Arm double emg4; double emg4highfilter; double emg4notchfilter; double emg4abs; double emg4lowfilter; double max4; double maxpart4; // Moving Average Floats // Right Biceps Movavg float RB0, RB1, RB2, RB3, RB4, RB5, RB6, RB7, RB8, RB9, RB10, RB11, RB12, RB13, RB14, RB15, RB16, RB17, RB18, RB19, RB20, RB21, RB22, RB23, RB24, RB25, RB26, RB27, RB28, RB29, RB30, RB31, RB32, RB33, RB34, RB35, RB36, RB37, RB38, RB39, RB40, RB41, RB42, RB43, RB44, RB45, RB46, RB47, RB48, RB49, RB50, RB51, RB52, RB53, RB54, RB55, RB56, RB57, RB58, RB59, RB60, RB61, RB62, RB63, RB64, RB65, RB66, RB67, RB68, RB69, RB70, RB71, RB72, RB73, RB74, RB75, RB76, RB77, RB78, RB79, RB80, RB81, RB82, RB83, RB84, RB85, RB86, RB87, MOVAVG_RB; // Left Biceps Movavg float LB0, LB1, LB2, LB3, LB4, LB5, LB6, LB7, LB8, LB9, LB10, LB11, LB12, LB13, LB14, LB15, LB16, LB17, LB18, LB19, LB20, LB21, LB22, LB23, LB24, LB25, LB26, LB27, LB28, LB29, LB30, LB31, LB32, LB33, LB34, LB35, LB36, LB37, LB38, LB39, LB40, LB41, LB42, LB43, LB44, LB45, LB46, LB47, LB48, LB49, LB50, LB51, LB52, LB53, LB54, LB55, LB56, LB57, LB58, LB59, LB60, LB61, LB62, LB63, LB64, LB65, LB66, LB67, LB68, LB69, LB70, LB71, LB72, LB73, LB74, LB75, LB76, LB77, LB78, LB79, LB80, LB81, LB82, LB83, LB84, LB85, LB86, LB87, MOVAVG_LB; // Left Lower Arm Movavg float LL0, LL1, LL2, LL3, LL4, LL5, LL6, LL7, LL8, LL9, LL10, LL11, LL12, LL13, LL14, LL15, LL16, LL17, LL18, LL19, LL20, LL21, LL22, LL23, LL24, LL25, LL26, LL27, LL28, LL29, LL30, LL31, LL32, LL33, LL34, LL35, LL36, LL37, LL38, LL39, LL40, LL41, LL42, LL43, LL44, LL45, LL46, LL47, LL48, LL49, LL50, LL51, LL52, LL53, LL54, LL55, LL56, LL57, LL58, LL59, LL60, LL61, LL62, LL63, LL64, LL65, LL66, LL67, LL68, LL69, LL70, LL71, LL72, LL73, LL74, LL75, LL76, LL77, LL78, LL79, LL80, LL81, LL82, LL83, LL84, LL85, LL86, LL87, MOVAVG_LL; // Right Lower Arm Movavg float RL0, RL1, RL2, RL3, RL4, RL5, RL6, RL7, RL8, RL9, RL10, RL11, RL12, RL13, RL14, RL15, RL16, RL17, RL18, RL19, RL20, RL21, RL22, RL23, RL24, RL25, RL26, RL27, RL28, RL29, RL30, RL31, RL32, RL33, RL34, RL35, RL36, RL37, RL38, RL39, RL40, RL41, RL42, RL43, RL44, RL45, RL46, RL47, RL48, RL49, RL50, RL51, RL52, RL53, RL54, RL55, RL56, RL57, RL58, RL59, RL60, RL61, RL62, RL63, RL64, RL65, RL66, RL67, RL68, RL69, RL70, RL71, RL72, RL73, RL74, RL75, RL76, RL77, RL78, RL79, RL80, RL81, RL82, RL83, RL84, RL85, RL86, RL87, MOVAVG_RL; float AV = 0.02; //multiplication value for adding each movavg value // This value also adds a very slight gain to every value // RKI Variables & Constants double setpoint1 = 2.35; double setpoint2 = 0.785; double x = 10.77; double y = 15.73; float pi = 3.14159265359; float a = 22.25; //originally 22.25, makes for xinitial=10.766874 // length of arm 1 float b = 26.5; //originally 16.48 makes for yinitial=15.733 // length of arm 2 double alpha_old = 2.35; //INITIAL ANGLES IN RADIANS double beta_old = 0.785; float delta1; float delta2; float diffmotor_a; float diffmotor_b; // PID Variables & Constants double Kp = 0.5;// you can set these constants however you like depending on trial & error double Ki = 0.1; double Kd = 0.1; float last_error1 = 0; float new_error1 = 0; float change_error1 = 0; float total_error1 = 0; float pid_term1 = 0; float pid_term_scaled1 = 0; float last_error2 = 0; float new_error2 = 0; float change_error2 = 0; float total_error2 = 0; float pid_term2 = 0; float pid_term_scaled2 = 0; // Motor Variables & Constants //float MV1 = 0; //float MV2 = 0; double count1 = 0; double count2 = 0; double angle1 = 2.35; double angle2 = 0.785; // BiQuad Filter Settings // Right Biceps BiQuad filterhigh1(9.704e-01,-1.9408,9.704e-01,-1.9389,9.427e-01); // Filter at 10 Hz BiQuad filternotch1(9.495e-01,-1.8062,9.495e-01,-1.8062,8.992e-01); // Filter at 50 Hz BiQuad filterlow1(1.368e-03,2.737e-03,1.369e-03,-1.9219,9.274e-01); // Filter at 15 Hz // Left Biceps BiQuad filterhigh2(9.704e-01,-1.9408,9.704e-01,-1.9389,9.427e-01); BiQuad filternotch2(9.495e-01,-1.8062,9.495e-01,-1.8062,8.992e-01); BiQuad filterlow2(1.368e-03,2.737e-03,1.369e-03,-1.9219,9.274e-01); // Left Lower Arm OR Triceps BiQuad filterhigh3(9.704e-01,-1.9408,9.704e-01,-1.9389,9.427e-01); BiQuad filternotch3(9.495e-01,-1.8062,9.495e-01,-1.8062,8.992e-01); BiQuad filterlow3(1.368e-03,2.737e-03,1.369e-03,-1.9219,9.274e-01); // Right Lower Arm OR Triceps BiQuad filterhigh4(9.704e-01,-1.9408,9.704e-01,-1.9389,9.427e-01); BiQuad filternotch4(9.495e-01,-1.8062,9.495e-01,-1.8062,8.992e-01); BiQuad filterlow4(1.368e-03,2.737e-03,1.369e-03,-1.9219,9.274e-01); // // RKI Calculations // // float inversekinematics1(float x, float y){ // cosine law: float c = sqrtf(x*x + y*y); // here comes the relevant math, see my inverse kinematics explaination using cosine law float alpha1 = acosf((a*a + c*c - b*b)/(2*a*c)); // remaining parts of alpha: float alpha2 = atan2f(y,x); float alpha = alpha1 + alpha2; return alpha; } float inversekinematics2(float x, float y){ // cosine law: float c = sqrtf(x*x + y*y); // here comes the relevant math, see my inverse kinematics explaination using cosine law float beta = acosf((a*a + b*b - c*c)/(2*a*b)); return beta; } // Finding max values for correct motor switch if the button is pressed // // // calibration of both biceps void get_max1(){ if (max_reader12==0){ green = !green; red = 1; blue = 1; for(int n=0;n<2000;n++){ // measure 2000 samples and filter it emg1 = emg1_in.read(); // read out emg emg1highfilter = filterhigh1.step(emg1); // high pass filtered emg1notchfilter = filternotch1.step(emg1highfilter); // notch filtered emg1abs = fabs(emg1notchfilter); // take the absolute value emg1lowfilter = filterlow1.step(emg1abs); // low pass filtered RB0 = emg1lowfilter; // Movavg is defined by rb0-rb75 and rb1 to rb75 are redefined by the value of rbx-1 MOVAVG_RB = RB0*AV+RB1*AV+RB2*AV+RB3*AV+RB4*AV+RB5*AV+RB6*AV+RB7*AV+RB8*AV +RB9*AV+RB10*AV+RB11*AV+RB12*AV+RB13*AV+RB14*AV+RB15*AV+RB16*AV+RB17*AV+RB18 *AV+RB19*AV+RB20*AV+RB21*AV+RB22*AV+RB23*AV+RB24*AV+RB25*AV+RB26*AV+RB27 *AV+RB28*AV+RB29*AV+RB30*AV+RB31*AV+RB32*AV+RB33*AV+RB34*AV+RB35*AV+RB36*AV +RB37*AV+RB38*AV+RB39*AV+RB40*AV+RB41*AV+RB42*AV+RB43*AV+RB44*AV+RB45*AV +RB46*AV+RB47*AV+RB48*AV+RB49*AV+RB50*AV+RB51*AV+RB52*AV+RB53*AV+RB54*AV +RB55*AV+RB56*AV+RB57*AV+RB58*AV+RB59*AV+RB60*AV+RB61*AV+RB62*AV+RB63*AV +RB64*AV+RB65*AV+RB66*AV+RB67*AV+RB68*AV+RB69*AV+RB70*AV+RB71*AV+RB72*AV +RB73*AV+RB74*AV+RB75*AV+RB76*AV+RB77*AV+RB78*AV+RB79*AV+RB80*AV+RB81*AV +RB82*AV+RB83*AV+RB84*AV+RB85*AV+RB86*AV+RB87*AV; RB87 = RB86; RB86 = RB85; RB85 = RB84; RB84 = RB83; RB83 = RB82; RB82 = RB81; RB81 = RB80; RB80 = RB79; RB79 = RB78; RB78 = RB77; RB77 = RB76; RB76 = RB75; RB75 = RB74; RB74 = RB73; RB73 = RB72; RB72 = RB71; RB71 = RB70; RB70 = RB69; RB69 = RB68; RB68 = RB67; RB67 = RB66; RB66 = RB65; RB65 = RB64; RB64 = RB63; RB63 = RB62; RB62 = RB61; RB61 = RB60; RB60 = RB59; RB59 = RB58; RB58 = RB57; RB57 = RB56; RB56 = RB55; RB55 = RB54; RB54 = RB53; RB53 = RB52; RB52 = RB51; RB51 = RB50; RB50 = RB49; RB49 = RB48; RB48 = RB47; RB47 = RB46; RB46 = RB45; RB45 = RB44; RB44 = RB43; RB43 = RB42; RB42 = RB41; RB41 = RB40; RB40 = RB39; RB39 = RB38; RB38 = RB37; RB37 = RB36; RB36 = RB35; RB35 = RB34; RB34 = RB33; RB33 = RB32; RB32 = RB31; RB31 = RB30; RB30 = RB29; RB29 = RB28; RB28 = RB27; RB27 = RB26; RB26 = RB25; RB25 = RB24; RB24 = RB23; RB23 = RB22; RB22 = RB21; RB21 = RB20; RB20 = RB19; RB19 = RB18; RB18 = RB17; RB17 = RB16; RB16 = RB15; RB15 = RB14; RB14 = RB13; RB13 = RB12; RB12 = RB11; RB11 = RB10; RB10 = RB9; RB9 = RB8; RB8 = RB7; RB7 = RB6; RB6 = RB5; RB5 = RB4; RB4 = RB3; RB3 = RB2; RB2 = RB1; RB1 = RB0; emg2 = emg2_in.read(); // read out emg emg2highfilter = filterhigh2.step(emg2); // high pass filtered emg2notchfilter = filternotch2.step(emg2highfilter); // notch filtered emg2abs = fabs(emg2notchfilter); // take the absolute value emg2lowfilter = filterlow2.step(emg2abs); // low pass filtered LB0 = emg2lowfilter; // same story as with the right biceps MOVAVG_LB = LB0*AV+LB1*AV+LB2*AV+LB3*AV+LB4*AV+LB5*AV+LB6*AV+LB7*AV+LB8*AV +LB9*AV+LB10*AV+LB11*AV+LB12*AV+LB13*AV+LB14*AV+LB15*AV+LB16*AV+LB17*AV+LB18 *AV+LB19*AV+LB20*AV+LB21*AV+LB22*AV+LB23*AV+LB24*AV+LB25*AV+LB26*AV+LB27 *AV+LB28*AV+LB29*AV+LB30*AV+LB31*AV+LB32*AV+LB33*AV+LB34*AV+LB35*AV+LB36*AV +LB37*AV+LB38*AV+LB39*AV+LB40*AV+LB41*AV+LB42*AV+LB43*AV+LB44*AV+LB45*AV +LB46*AV+LB47*AV+LB48*AV+LB49*AV+LB50*AV+LB51*AV+LB52*AV+LB53*AV+LB54*AV +LB55*AV+LB56*AV+LB57*AV+LB58*AV+LB59*AV+LB60*AV+LB61*AV+LB62*AV+LB63*AV +LB64*AV+LB65*AV+LB66*AV+LB67*AV+LB68*AV+LB69*AV+LB70*AV+LB71*AV+LB72*AV +LB73*AV+LB74*AV+LB75*AV+LB76*AV+LB77*AV+LB78*AV+LB79*AV+LB80*AV+LB81*AV +LB82*AV+LB83*AV+LB84*AV+LB85*AV+LB86*AV+LB87*AV; LB87 = LB86; LB86 = LB85; LB85 = LB84; LB84 = LB83; LB83 = LB82; LB82 = LB81; LB81 = LB80; LB80 = LB79; LB79 = LB78; LB78 = LB77; LB77 = LB76; LB76 = LB75; LB75 = LB74; LB74 = LB73; LB73 = LB72; LB72 = LB71; LB71 = LB70; LB70 = LB69; LB69 = LB68; LB68 = LB67; LB67 = LB66; LB66 = LB65; LB65 = LB64; LB64 = LB63; LB63 = LB62; LB62 = LB61; LB61 = LB60; LB60 = LB59; LB59 = LB58; LB58 = LB57; LB57 = LB56; LB56 = LB55; LB55 = LB54; LB54 = LB53; LB53 = LB52; LB52 = LB51; LB51 = LB50; LB50 = LB49; LB49 = LB48; LB48 = LB47; LB47 = LB46; LB46 = LB45; LB45 = LB44; LB44 = LB43; LB43 = LB42; LB42 = LB41; LB41 = LB40; LB40 = LB39; LB39 = LB38; LB38 = LB37; LB37 = LB36; LB36 = LB35; LB35 = LB34; LB34 = LB33; LB33 = LB32; LB32 = LB31; LB31 = LB30; LB30 = LB29; LB29 = LB28; LB28 = LB27; LB27 = LB26; LB26 = LB25; LB25 = LB24; LB24 = LB23; LB23 = LB22; LB22 = LB21; LB21 = LB20; LB20 = LB19; LB19 = LB18; LB18 = LB17; LB17 = LB16; LB16 = LB15; LB15 = LB14; LB14 = LB13; LB13 = LB12; LB12 = LB11; LB11 = LB10; LB10 = LB9; LB9 = LB8; LB8 = LB7; LB7 = LB6; LB6 = LB5; LB5 = LB4; LB4 = LB3; LB3 = LB2; LB2 = LB1; LB1 = LB0; if (max1<MOVAVG_RB){ max1 = MOVAVG_RB; // set the max value at the highest measured value } if (max2<MOVAVG_LB){ max2 = MOVAVG_LB; // set the max value at the highest measured value } wait(0.001f); // measure at 1000Hz } wait(0.2f); green = 1; } maxpart1 = 0.15*max1; // set cut off voltage at 13% of max for right biceps maxpart2 = 0.15*max2; // set cut off voltage at 13% of max for left biceps } // calibration of both lower arms void get_max3(){ if (max_reader34==0){ green = 1; blue = 1; red = !red; for(int n=0;n<2000;n++){ emg3 = emg3_in.read(); emg3highfilter = filterhigh3.step(emg3); emg3notchfilter = filternotch3.step(emg3highfilter); emg3abs = fabs(emg3notchfilter); emg3lowfilter = filterlow3.step(emg3abs); LL0 = emg3lowfilter; // same story as with the right biceps MOVAVG_LL = LL0*AV+LL1*AV+LL2*AV+LL3*AV+LL4*AV+LL5*AV+LL6*AV+LL7*AV+LL8*AV +LL9*AV+LL10*AV+LL11*AV+LL12*AV+LL13*AV+LL14*AV+LL15*AV+LL16*AV+LL17*AV+LL18 *AV+LL19*AV+LL20*AV+LL21*AV+LL22*AV+LL23*AV+LL24*AV+LL25*AV+LL26*AV+LL27 *AV+LL28*AV+LL29*AV+LL30*AV+LL31*AV+LL32*AV+LL33*AV+LL34*AV+LL35*AV+LL36*AV +LL37*AV+LL38*AV+LL39*AV+LL40*AV+LL41*AV+LL42*AV+LL43*AV+LL44*AV+LL45*AV +LL46*AV+LL47*AV+LL48*AV+LL49*AV+LL50*AV+LL51*AV+LL52*AV+LL53*AV+LL54*AV +LL55*AV+LL56*AV+LL57*AV+LL58*AV+LL59*AV+LL60*AV+LL61*AV+LL62*AV+LL63*AV +LL64*AV+LL65*AV+LL66*AV+LL67*AV+LL68*AV+LL69*AV+LL70*AV+LL71*AV+LL72*AV +LL73*AV+LL74*AV+LL75*AV+LL76*AV+LL77*AV+LL78*AV+LL79*AV+LL80*AV+LL81*AV +LL82*AV+LL83*AV+LL84*AV+LL85*AV+LL86*AV+LL87*AV; LL87 = LL86; LL86 = LL85; LL85 = LL84; LL84 = LL83; LL83 = LL82; LL82 = LL81; LL81 = LL80; LL80 = LL79; LL79 = LL78; LL78 = LL77; LL77 = LL76; LL76 = LL75; LL75 = LL74; LL74 = LL73; LL73 = LL72; LL72 = LL71; LL71 = LL70; LL70 = LL69; LL69 = LL68; LL68 = LL67; LL67 = LL66; LL66 = LL65; LL65 = LL64; LL64 = LL63; LL63 = LL62; LL62 = LL61; LL61 = LL60; LL60 = LL59; LL59 = LL58; LL58 = LL57; LL57 = LL56; LL56 = LL55; LL55 = LL54; LL54 = LL53; LL53 = LL52; LL52 = LL51; LL51 = LL50; LL50 = LL49; LL49 = LL48; LL48 = LL47; LL47 = LL46; LL46 = LL45; LL45 = LL44; LL44 = LL43; LL43 = LL42; LL42 = LL41; LL41 = LL40; LL40 = LL39; LL39 = LL38; LL38 = LL37; LL37 = LL36; LL36 = LL35; LL35 = LL34; LL34 = LL33; LL33 = LL32; LL32 = LL31; LL31 = LL30; LL30 = LL29; LL29 = LL28; LL28 = LL27; LL27 = LL26; LL26 = LL25; LL25 = LL24; LL24 = LL23; LL23 = LL22; LL22 = LL21; LL21 = LL20; LL20 = LL19; LL19 = LL18; LL18 = LL17; LL17 = LL16; LL16 = LL15; LL15 = LL14; LL14 = LL13; LL13 = LL12; LL12 = LL11; LL11 = LL10; LL10 = LL9; LL9 = LL8; LL8 = LL7; LL7 = LL6; LL6 = LL5; LL5 = LL4; LL4 = LL3; LL3 = LL2; LL2 = LL1; LL1 = LL0; emg4 = emg4_in.read(); emg4highfilter = filterhigh4.step(emg4); emg4notchfilter = filternotch4.step(emg4highfilter); emg4abs = fabs(emg4notchfilter); emg4lowfilter = filterlow4.step(emg4abs); RL0 = emg4lowfilter; // same story as with the right biceps MOVAVG_RL = RL0*AV+RL1*AV+RL2*AV+RL3*AV+RL4*AV+RL5*AV+RL6*AV+RL7*AV+RL8*AV +RL9*AV+RL10*AV+RL11*AV+RL12*AV+RL13*AV+RL14*AV+RL15*AV+RL16*AV+RL17*AV+RL18 *AV+RL19*AV+RL20*AV+RL21*AV+RL22*AV+RL23*AV+RL24*AV+RL25*AV+RL26*AV+RL27 *AV+RL28*AV+RL29*AV+RL30*AV+RL31*AV+RL32*AV+RL33*AV+RL34*AV+RL35*AV+RL36*AV +RL37*AV+RL38*AV+RL39*AV+RL40*AV+RL41*AV+RL42*AV+RL43*AV+RL44*AV+RL45*AV +RL46*AV+RL47*AV+RL48*AV+RL49*AV+RL50*AV+RL51*AV+RL52*AV+RL53*AV+RL54*AV +RL55*AV+RL56*AV+RL57*AV+RL58*AV+RL59*AV+RL60*AV+RL61*AV+RL62*AV+RL63*AV +RL64*AV+RL65*AV+RL66*AV+RL67*AV+RL68*AV+RL69*AV+RL70*AV+RL71*AV+RL72*AV +RL73*AV+RL74*AV+RL75*AV+RL76*AV+RL77*AV+RL78*AV+RL79*AV+RL80*AV+RL81*AV +RL82*AV+RL83*AV+RL84*AV+RL85*AV+RL86*AV+RL87*AV; RL87 = RL86; RL86 = RL85; RL85 = RL84; RL84 = RL83; RL83 = RL82; RL82 = RL81; RL81 = RL80; RL80 = RL79; RL79 = RL78; RL78 = RL77; RL77 = RL76; RL76 = RL75; RL75 = RL74; RL74 = RL73; RL73 = RL72; RL72 = RL71; RL71 = RL70; RL70 = RL69; RL69 = RL68; RL68 = RL67; RL67 = RL66; RL66 = RL65; RL65 = RL64; RL64 = RL63; RL63 = RL62; RL62 = RL61; RL61 = RL60; RL60 = RL59; RL59 = RL58; RL58 = RL57; RL57 = RL56; RL56 = RL55; RL55 = RL54; RL54 = RL53; RL53 = RL52; RL52 = RL51; RL51 = RL50; RL50 = RL49; RL49 = RL48; RL48 = RL47; RL47 = RL46; RL46 = RL45; RL45 = RL44; RL44 = RL43; RL43 = RL42; RL42 = RL41; RL41 = RL40; RL40 = RL39; RL39 = RL38; RL38 = RL37; RL37 = RL36; RL36 = RL35; RL35 = RL34; RL34 = RL33; RL33 = RL32; RL32 = RL31; RL31 = RL30; RL30 = RL29; RL29 = RL28; RL28 = RL27; RL27 = RL26; RL26 = RL25; RL25 = RL24; RL24 = RL23; RL23 = RL22; RL22 = RL21; RL21 = RL20; RL20 = RL19; RL19 = RL18; RL18 = RL17; RL17 = RL16; RL16 = RL15; RL15 = RL14; RL14 = RL13; RL13 = RL12; RL12 = RL11; RL11 = RL10; RL10 = RL9; RL9 = RL8; RL8 = RL7; RL7 = RL6; RL6 = RL5; RL5 = RL4; RL4 = RL3; RL3 = RL2; RL2 = RL1; RL1 = RL0; if (max3<MOVAVG_LL){ max3 = MOVAVG_LL; // set the max value at the highest measured value } if (max4<MOVAVG_RL){ max4 = MOVAVG_RL; // set the max value at the highest measured value } wait(0.001f); } wait(0.2f); red = 1; } maxpart3 = 0.17*max3; // set cut off voltage at 15% of max for left lower arm maxpart4 = 0.17*max4; // set cut off voltage at 15% of max for right lower arm } // EMG Filtering & Scope // // void filter(/*double setpoint1, double setpoint2*/) { // Right Biceps emg1 = emg1_in.read(); emg1highfilter = filterhigh1.step(emg1); emg1notchfilter = filternotch1.step(emg1highfilter); emg1abs = fabs(emg1notchfilter); emg1lowfilter = filterlow1.step(emg1abs); // Final Right Biceps values to be sent RB0 = emg1lowfilter; // Movavg is defined by rb0-rb75 and rb1 to rb75 are redefined by the value of rbx-1 MOVAVG_RB = RB0*AV+RB1*AV+RB2*AV+RB3*AV+RB4*AV+RB5*AV+RB6*AV+RB7*AV+RB8*AV +RB9*AV+RB10*AV+RB11*AV+RB12*AV+RB13*AV+RB14*AV+RB15*AV+RB16*AV+RB17*AV+RB18 *AV+RB19*AV+RB20*AV+RB21*AV+RB22*AV+RB23*AV+RB24*AV+RB25*AV+RB26*AV+RB27 *AV+RB28*AV+RB29*AV+RB30*AV+RB31*AV+RB32*AV+RB33*AV+RB34*AV+RB35*AV+RB36*AV +RB37*AV+RB38*AV+RB39*AV+RB40*AV+RB41*AV+RB42*AV+RB43*AV+RB44*AV+RB45*AV +RB46*AV+RB47*AV+RB48*AV+RB49*AV+RB50*AV+RB51*AV+RB52*AV+RB53*AV+RB54*AV +RB55*AV+RB56*AV+RB57*AV+RB58*AV+RB59*AV+RB60*AV+RB61*AV+RB62*AV+RB63*AV +RB64*AV+RB65*AV+RB66*AV+RB67*AV+RB68*AV+RB69*AV+RB70*AV+RB71*AV+RB72*AV +RB73*AV+RB74*AV+RB75*AV+RB76*AV+RB77*AV+RB78*AV+RB79*AV+RB80*AV+RB81*AV +RB82*AV+RB83*AV+RB84*AV+RB85*AV+RB86*AV+RB87*AV; RB87 = RB86; RB86 = RB85; RB85 = RB84; RB84 = RB83; RB83 = RB82; RB82 = RB81; RB81 = RB80; RB80 = RB79; RB79 = RB78; RB78 = RB77; RB77 = RB76; RB76 = RB75; RB75 = RB74; RB74 = RB73; RB73 = RB72; RB72 = RB71; RB71 = RB70; RB70 = RB69; RB69 = RB68; RB68 = RB67; RB67 = RB66; RB66 = RB65; RB65 = RB64; RB64 = RB63; RB63 = RB62; RB62 = RB61; RB61 = RB60; RB60 = RB59; RB59 = RB58; RB58 = RB57; RB57 = RB56; RB56 = RB55; RB55 = RB54; RB54 = RB53; RB53 = RB52; RB52 = RB51; RB51 = RB50; RB50 = RB49; RB49 = RB48; RB48 = RB47; RB47 = RB46; RB46 = RB45; RB45 = RB44; RB44 = RB43; RB43 = RB42; RB42 = RB41; RB41 = RB40; RB40 = RB39; RB39 = RB38; RB38 = RB37; RB37 = RB36; RB36 = RB35; RB35 = RB34; RB34 = RB33; RB33 = RB32; RB32 = RB31; RB31 = RB30; RB30 = RB29; RB29 = RB28; RB28 = RB27; RB27 = RB26; RB26 = RB25; RB25 = RB24; RB24 = RB23; RB23 = RB22; RB22 = RB21; RB21 = RB20; RB20 = RB19; RB19 = RB18; RB18 = RB17; RB17 = RB16; RB16 = RB15; RB15 = RB14; RB14 = RB13; RB13 = RB12; RB12 = RB11; RB11 = RB10; RB10 = RB9; RB9 = RB8; RB8 = RB7; RB7 = RB6; RB6 = RB5; RB5 = RB4; RB4 = RB3; RB3 = RB2; RB2 = RB1; RB1 = RB0; // Left Biceps emg2 = emg2_in.read(); emg2highfilter = filterhigh2.step(emg2); emg2notchfilter = filternotch2.step(emg2highfilter); emg2abs = fabs(emg2notchfilter); emg2lowfilter = filterlow2.step(emg2abs); // Final Left Biceps values to be sent LB0 = emg2lowfilter; // same story as with the right biceps MOVAVG_LB = LB0*AV+LB1*AV+LB2*AV+LB3*AV+LB4*AV+LB5*AV+LB6*AV+LB7*AV+LB8*AV +LB9*AV+LB10*AV+LB11*AV+LB12*AV+LB13*AV+LB14*AV+LB15*AV+LB16*AV+LB17*AV+LB18 *AV+LB19*AV+LB20*AV+LB21*AV+LB22*AV+LB23*AV+LB24*AV+LB25*AV+LB26*AV+LB27 *AV+LB28*AV+LB29*AV+LB30*AV+LB31*AV+LB32*AV+LB33*AV+LB34*AV+LB35*AV+LB36*AV +LB37*AV+LB38*AV+LB39*AV+LB40*AV+LB41*AV+LB42*AV+LB43*AV+LB44*AV+LB45*AV +LB46*AV+LB47*AV+LB48*AV+LB49*AV+LB50*AV+LB51*AV+LB52*AV+LB53*AV+LB54*AV +LB55*AV+LB56*AV+LB57*AV+LB58*AV+LB59*AV+LB60*AV+LB61*AV+LB62*AV+LB63*AV +LB64*AV+LB65*AV+LB66*AV+LB67*AV+LB68*AV+LB69*AV+LB70*AV+LB71*AV+LB72*AV +LB73*AV+LB74*AV+LB75*AV+LB76*AV+LB77*AV+LB78*AV+LB79*AV+LB80*AV+LB81*AV +LB82*AV+LB83*AV+LB84*AV+LB85*AV+LB86*AV+LB87*AV; LB87 = LB86; LB86 = LB85; LB85 = LB84; LB84 = LB83; LB83 = LB82; LB82 = LB81; LB81 = LB80; LB80 = LB79; LB79 = LB78; LB78 = LB77; LB77 = LB76; LB76 = LB75; LB75 = LB74; LB74 = LB73; LB73 = LB72; LB72 = LB71; LB71 = LB70; LB70 = LB69; LB69 = LB68; LB68 = LB67; LB67 = LB66; LB66 = LB65; LB65 = LB64; LB64 = LB63; LB63 = LB62; LB62 = LB61; LB61 = LB60; LB60 = LB59; LB59 = LB58; LB58 = LB57; LB57 = LB56; LB56 = LB55; LB55 = LB54; LB54 = LB53; LB53 = LB52; LB52 = LB51; LB51 = LB50; LB50 = LB49; LB49 = LB48; LB48 = LB47; LB47 = LB46; LB46 = LB45; LB45 = LB44; LB44 = LB43; LB43 = LB42; LB42 = LB41; LB41 = LB40; LB40 = LB39; LB39 = LB38; LB38 = LB37; LB37 = LB36; LB36 = LB35; LB35 = LB34; LB34 = LB33; LB33 = LB32; LB32 = LB31; LB31 = LB30; LB30 = LB29; LB29 = LB28; LB28 = LB27; LB27 = LB26; LB26 = LB25; LB25 = LB24; LB24 = LB23; LB23 = LB22; LB22 = LB21; LB21 = LB20; LB20 = LB19; LB19 = LB18; LB18 = LB17; LB17 = LB16; LB16 = LB15; LB15 = LB14; LB14 = LB13; LB13 = LB12; LB12 = LB11; LB11 = LB10; LB10 = LB9; LB9 = LB8; LB8 = LB7; LB7 = LB6; LB6 = LB5; LB5 = LB4; LB4 = LB3; LB3 = LB2; LB2 = LB1; LB1 = LB0; // Left Lower Arm OR Triceps emg3 = emg3_in.read(); emg3highfilter = filterhigh3.step(emg3); emg3notchfilter = filternotch3.step(emg3highfilter); emg3abs = fabs(emg3notchfilter); emg3lowfilter = filterlow3.step(emg3abs); // Final Lower Arm values to be sent LL0 = emg3lowfilter; // same story as with the right biceps MOVAVG_LL = LL0*AV+LL1*AV+LL2*AV+LL3*AV+LL4*AV+LL5*AV+LL6*AV+LL7*AV+LL8*AV +LL9*AV+LL10*AV+LL11*AV+LL12*AV+LL13*AV+LL14*AV+LL15*AV+LL16*AV+LL17*AV+LL18 *AV+LL19*AV+LL20*AV+LL21*AV+LL22*AV+LL23*AV+LL24*AV+LL25*AV+LL26*AV+LL27 *AV+LL28*AV+LL29*AV+LL30*AV+LL31*AV+LL32*AV+LL33*AV+LL34*AV+LL35*AV+LL36*AV +LL37*AV+LL38*AV+LL39*AV+LL40*AV+LL41*AV+LL42*AV+LL43*AV+LL44*AV+LL45*AV +LL46*AV+LL47*AV+LL48*AV+LL49*AV+LL50*AV+LL51*AV+LL52*AV+LL53*AV+LL54*AV +LL55*AV+LL56*AV+LL57*AV+LL58*AV+LL59*AV+LL60*AV+LL61*AV+LL62*AV+LL63*AV +LL64*AV+LL65*AV+LL66*AV+LL67*AV+LL68*AV+LL69*AV+LL70*AV+LL71*AV+LL72*AV +LL73*AV+LL74*AV+LL75*AV+LL76*AV+LL77*AV+LL78*AV+LL79*AV+LL80*AV+LL81*AV +LL82*AV+LL83*AV+LL84*AV+LL85*AV+LL86*AV+LL87*AV; LL87 = LL86; LL86 = LL85; LL85 = LL84; LL84 = LL83; LL83 = LL82; LL82 = LL81; LL81 = LL80; LL80 = LL79; LL79 = LL78; LL78 = LL77; LL77 = LL76; LL76 = LL75; LL75 = LL74; LL74 = LL73; LL73 = LL72; LL72 = LL71; LL71 = LL70; LL70 = LL69; LL69 = LL68; LL68 = LL67; LL67 = LL66; LL66 = LL65; LL65 = LL64; LL64 = LL63; LL63 = LL62; LL62 = LL61; LL61 = LL60; LL60 = LL59; LL59 = LL58; LL58 = LL57; LL57 = LL56; LL56 = LL55; LL55 = LL54; LL54 = LL53; LL53 = LL52; LL52 = LL51; LL51 = LL50; LL50 = LL49; LL49 = LL48; LL48 = LL47; LL47 = LL46; LL46 = LL45; LL45 = LL44; LL44 = LL43; LL43 = LL42; LL42 = LL41; LL41 = LL40; LL40 = LL39; LL39 = LL38; LL38 = LL37; LL37 = LL36; LL36 = LL35; LL35 = LL34; LL34 = LL33; LL33 = LL32; LL32 = LL31; LL31 = LL30; LL30 = LL29; LL29 = LL28; LL28 = LL27; LL27 = LL26; LL26 = LL25; LL25 = LL24; LL24 = LL23; LL23 = LL22; LL22 = LL21; LL21 = LL20; LL20 = LL19; LL19 = LL18; LL18 = LL17; LL17 = LL16; LL16 = LL15; LL15 = LL14; LL14 = LL13; LL13 = LL12; LL12 = LL11; LL11 = LL10; LL10 = LL9; LL9 = LL8; LL8 = LL7; LL7 = LL6; LL6 = LL5; LL5 = LL4; LL4 = LL3; LL3 = LL2; LL2 = LL1; LL1 = LL0; // Right Lower Arm OR Triceps emg4 = emg4_in.read(); emg4highfilter = filterhigh4.step(emg4); emg4notchfilter = filternotch4.step(emg4highfilter); emg4abs = fabs(emg4notchfilter); emg4lowfilter = filterlow4.step(emg4abs); // Final Lower Arm values to be sent RL0 = emg4lowfilter; // same story as with the right biceps MOVAVG_RL = RL0*AV+RL1*AV+RL2*AV+RL3*AV+RL4*AV+RL5*AV+RL6*AV+RL7*AV+RL8*AV +RL9*AV+RL10*AV+RL11*AV+RL12*AV+RL13*AV+RL14*AV+RL15*AV+RL16*AV+RL17*AV+RL18 *AV+RL19*AV+RL20*AV+RL21*AV+RL22*AV+RL23*AV+RL24*AV+RL25*AV+RL26*AV+RL27 *AV+RL28*AV+RL29*AV+RL30*AV+RL31*AV+RL32*AV+RL33*AV+RL34*AV+RL35*AV+RL36*AV +RL37*AV+RL38*AV+RL39*AV+RL40*AV+RL41*AV+RL42*AV+RL43*AV+RL44*AV+RL45*AV +RL46*AV+RL47*AV+RL48*AV+RL49*AV+RL50*AV+RL51*AV+RL52*AV+RL53*AV+RL54*AV +RL55*AV+RL56*AV+RL57*AV+RL58*AV+RL59*AV+RL60*AV+RL61*AV+RL62*AV+RL63*AV +RL64*AV+RL65*AV+RL66*AV+RL67*AV+RL68*AV+RL69*AV+RL70*AV+RL71*AV+RL72*AV +RL73*AV+RL74*AV+RL75*AV+RL76*AV+RL77*AV+RL78*AV+RL79*AV+RL80*AV+RL81*AV +RL82*AV+RL83*AV+RL84*AV+RL85*AV+RL86*AV+RL87*AV; RL87 = RL86; RL86 = RL85; RL85 = RL84; RL84 = RL83; RL83 = RL82; RL82 = RL81; RL81 = RL80; RL80 = RL79; RL79 = RL78; RL78 = RL77; RL77 = RL76; RL76 = RL75; RL75 = RL74; RL74 = RL73; RL73 = RL72; RL72 = RL71; RL71 = RL70; RL70 = RL69; RL69 = RL68; RL68 = RL67; RL67 = RL66; RL66 = RL65; RL65 = RL64; RL64 = RL63; RL63 = RL62; RL62 = RL61; RL61 = RL60; RL60 = RL59; RL59 = RL58; RL58 = RL57; RL57 = RL56; RL56 = RL55; RL55 = RL54; RL54 = RL53; RL53 = RL52; RL52 = RL51; RL51 = RL50; RL50 = RL49; RL49 = RL48; RL48 = RL47; RL47 = RL46; RL46 = RL45; RL45 = RL44; RL44 = RL43; RL43 = RL42; RL42 = RL41; RL41 = RL40; RL40 = RL39; RL39 = RL38; RL38 = RL37; RL37 = RL36; RL36 = RL35; RL35 = RL34; RL34 = RL33; RL33 = RL32; RL32 = RL31; RL31 = RL30; RL30 = RL29; RL29 = RL28; RL28 = RL27; RL27 = RL26; RL26 = RL25; RL25 = RL24; RL24 = RL23; RL23 = RL22; RL22 = RL21; RL21 = RL20; RL20 = RL19; RL19 = RL18; RL18 = RL17; RL17 = RL16; RL16 = RL15; RL15 = RL14; RL14 = RL13; RL13 = RL12; RL12 = RL11; RL11 = RL10; RL10 = RL9; RL9 = RL8; RL8 = RL7; RL7 = RL6; RL6 = RL5; RL5 = RL4; RL4 = RL3; RL3 = RL2; RL2 = RL1; RL1 = RL0; // Compare measurement to the calibrated value to decide actions // more options could be added if the callibration is well defined enough // This part checks for right biceps contractions only /* if (maxpart1<MOVAVG_RB || maxpart2<MOVAVG_LB || maxpart3<MOVAVG_LL || maxpart4<MOVAVG_RL){ wait(0.15f);*/ if (maxpart1<MOVAVG_RB && maxpart2>MOVAVG_LB && maxpart3>MOVAVG_LL && maxpart4>MOVAVG_RL){ red = 1; blue = 1; green = 0; //MV1 = 0.5; //MV2 = 0; x = x + 0.2; double alpha = inversekinematics1(x,y); //calculate alpha and beta for current x,y double beta = inversekinematics2(x,y); setpoint1 = alpha; setpoint2 = beta; wait(0.2); } // This part checks for left biceps contractions only else if (maxpart1>MOVAVG_RB && maxpart2<MOVAVG_LB && maxpart3>MOVAVG_LL && maxpart4>MOVAVG_RL){ red = 0; blue = 1; green = 1; //MV1 = -0.5; //MV2 = 0; x = x - 0.2; double alpha = inversekinematics1(x,y); double beta = inversekinematics2(x,y); setpoint1 = alpha; setpoint2 = beta; wait(0.2); } // This part checks for left lower arm contractions only else if (maxpart1>MOVAVG_RB && maxpart2>MOVAVG_LB && maxpart3<MOVAVG_LL && maxpart4>MOVAVG_RL){ red = 1; blue = 0; green = 1; //MV1 = 0; //MV2 = 0.5; y = y + 0.2; double alpha = inversekinematics1(x,y); double beta = inversekinematics2(x,y); setpoint1 = alpha; setpoint2 = beta; wait(0.2); } // This part checks for right lower arm contractions only else if (maxpart1>MOVAVG_RB && maxpart2>MOVAVG_LB && maxpart3>MOVAVG_LL && maxpart4<MOVAVG_RL){ red = 0; blue = 1; green = 0; //MV1 = 0; //MV2 = -0.5; y = y - 0.2; double alpha = inversekinematics1(x,y); double beta = inversekinematics2(x,y); setpoint1 = alpha; setpoint2 = beta; wait(0.2); } /* // This part checks for both lower arm contractions only else if (maxpart1>MOVAVG_RB && maxpart2>MOVAVG_LB && maxpart3<MOVAVG_LL && maxpart4<MOVAVG_RL){ red = 0; blue = 0; green = 0; //MV1 = -0.5; //MV2 = -0.5; } // This part checks for both biceps contractions only else if (maxpart1<MOVAVG_RB && maxpart2<MOVAVG_LB && maxpart3>MOVAVG_LL && maxpart4>MOVAVG_RL){ red = 0; blue = 0; green = 0; //MV1 = 0.5; //MV2 = 0.5; } // This part checks for right lower arm & left biceps contractions only else if (maxpart1>MOVAVG_RB && maxpart2<MOVAVG_LB && maxpart3>MOVAVG_LL && maxpart4<MOVAVG_RL){ red = 0; blue = 0; green = 0; //MV1 = 0.5; //MV2 = -0.5; } // This part checks for left lower arm & right biceps contractions only else if (maxpart1<MOVAVG_RB && maxpart2>MOVAVG_LB && maxpart3<MOVAVG_LL && maxpart4>MOVAVG_RL){ red = 0; blue = 0; green = 0; //MV1 = -0.5; //MV2 = 0.5; }*/ //} else { red = 1; // Shut down all led colors if no movement is registered blue = 1; green = 1; //MV1 = 0; //MV2 = 0; } // Set the sampled emg values in channel 0 (the first channel) and 1 (the second channel) in the 'HIDScope' instance named 'scope' scope.set(0, MOVAVG_RB ); // plot Right biceps voltage scope.set(1, MOVAVG_LB ); // Plot Left biceps voltage scope.set(2, MOVAVG_LL ); // Plot Lower Left Arm voltage scope.set(3, MOVAVG_RL ); // Plot Lower Right Arm Voltage scope.send(); // send everything to the HID scope } /* // PID calculations // // void PIDcalculation1() { //PID calculation for motor 1 filter(); count1 = Encoder1.getPulses(); angle1 += (0.000748 * count1); new_error1 = setpoint1 - angle1; change_error1 = new_error1 - last_error1; total_error1 += new_error1; pid_term1 = (Kp * new_error1) + (Ki * total_error1) + (Kd * change_error1); if (pid_term1<-255) { pid_term1 = -255; } if (pid_term1>255) { pid_term1 = 255; } pid_term_scaled1 = abs(pid_term1); last_error1 = new_error1; } void PIDcalculation2() { //PID calculation for motor 2 filter(); count2 = Encoder2.getPulses(); angle2 += (0.000748 * count2); new_error2 = setpoint2 - angle2; change_error2 = new_error2 - last_error2; total_error2 += new_error2; pid_term2 = (Kp * new_error2) + (Ki * total_error2) + (Kd * change_error2); if (pid_term2<-255) { pid_term2 = -255; } if (pid_term2>255) { pid_term2 = 255; } pid_term_scaled2 = abs(pid_term2); last_error2 = new_error2; } */ // Motor control // // // check to see if motor1 needs to be activated void SetMotor1() { //PIDcalculation1(); filter(); angle1 += (0.0981 * count1); if (angle1<setpoint1){ motor1direction = 0; // counterclockwise rotation } else { motor1direction = 1; // clockwise rotation } if (angle1<setpoint1 || angle1>setpoint1) { motor1pwm = 0.5; } else if (angle1 == setpoint1){ motor1pwm = 0; } } // check if motor1 needs to be activated void SetMotor2() { filter(); //PIDcalculation2(); angle2 += (0.0981 * count2); if (angle2<setpoint2){ motor2direction = 0; // counterclockwise rotation } else { motor2direction = 1; // clockwise rotation } if (angle2<setpoint2 || angle2>setpoint2) { motor2pwm = 0.5; } else if (angle2 == setpoint2){ motor2pwm = 0; } } void MeasureAndControl(void) { SetMotor1(); SetMotor2(); } int main(){ pc.baud(115200); main_timer.attach(&filter, 0.001); // set frequency for the filters at 1000Hz max_read1.attach(&get_max1, 2); // set the frequency of the calibration loop at 0.5Hz max_read3.attach(&get_max3, 2); Motorcontrol.attach(&MeasureAndControl,0.5); //PIDtimer.attach(&PIDcalculation1, 0.005); //PIDtimer.attach(&PIDcalculation2, 0.005); while(1) {} }