filters aangepast en bepaling threshold
Dependencies: HIDScope MODSERIAL biquadFilter mbed
Fork of EMGV3 by
Diff: main.cpp
- Revision:
- 29:c43e9f78db37
- Parent:
- 28:38d21b78c6aa
diff -r 38d21b78c6aa -r c43e9f78db37 main.cpp --- a/main.cpp Wed Oct 14 12:28:49 2015 +0000 +++ b/main.cpp Thu Oct 15 10:54:01 2015 +0000 @@ -12,8 +12,9 @@ Ticker serial; Ticker MovingAverageLeft; Ticker MovingAverageRight; - HIDScope scope(4); + HIDScope scope(6); DigitalOut led(LED_RED); + DigitalOut ledG(LED_GREEN); MODSERIAL pc(USBTX, USBRX); @@ -24,20 +25,14 @@ double EMG_left_f1; double EMG_left_f2; double EMG_left_f3; - double EMG_left_f4; - double EMG_left_f5; - double EMG_left_f6; - double EMG_left_abs; + double EMG_left_abs; double EMG_right_value; double EMG_right_f1; double EMG_right_f2; double EMG_right_f3; - double EMG_right_f4; - double EMG_right_f5; - double EMG_right_f6; double EMG_right_abs; - double Threshold1 = 0.02; + double Threshold1; double Threshold2 = 0.06; int N = 50; @@ -47,44 +42,33 @@ double EMG_right_MAF; // coëfficiënten - const double BiGainEMG_H1 = 0.795375, BiGainEMG_H2 = 0.895763; - const double EMGH1_a1 = -1.56308931068, EMGH1_a2 = 0.61765749583, EMGH1_b0 = 1.0*BiGainEMG_H1, EMGH1_b1 = -1.99909075151*BiGainEMG_H1, EMGH1_b2 = 1.0*BiGainEMG_H1; //coefficients for high-pass filter - const double EMGH2_a1 = -1.75651417587, EMGH2_a2 = 0.82183182692, EMGH2_b0 = 1.0*BiGainEMG_H2, EMGH2_b1 = -1.99470632157*BiGainEMG_H2, EMGH2_b2 = 1.0*BiGainEMG_H2; //coefficients for high-pass filter + const double BiGainEMG_H1 = 0.796821; + const double EMGH1_a1 = -1.47500228332, EMGH1_a2 = 0.55273994299, EMGH1_b0 = 1.0*BiGainEMG_H1, EMGH1_b1 = -1.99922446977*BiGainEMG_H1, EMGH1_b2 = 1.0*BiGainEMG_H1; //coefficients for high-pass filter - const double BiGainEMG_L1=0.959332, BiGainEMG_L2 = 0.223396; - const double EMGL1_a1 = -1.55576653052, EMGL1_a2 = 0.61374320375, EMGL1_b0 = 1.0*BiGainEMG_L1, EMGL1_b1 = -0.90928276835*BiGainEMG_L1, EMGL1_b2 = 1.0*BiGainEMG_L1; // coefficients for low-pass filter - const double EMGL2_a1 = -1.79696141922, EMGL2_a2 = 0.85096669383, EMGL2_b0 = 1.0*BiGainEMG_L2, EMGL2_b1 = -1.75825311060*BiGainEMG_L2, EMGL2_b2 = 1.0*BiGainEMG_L2; // coefficients for low-pass filter - - const double BiGainEMG_N1 = 1.0, BiGainEMG_N2 = 0.965081; - const double EMGN1_a1 = -1.56858163035, EMGN1_a2 = 0.96424138362, EMGN1_b0 = 1.0*BiGainEMG_N1, EMGN1_b1 = -1.61854514265*BiGainEMG_N1, EMGN1_b2 = 1.0*BiGainEMG_N1; //coefficients for notch filter - const double EMGN2_a1 = -1.61100357722, EMGN2_a2 = 0.96592170538, EMGN2_b0 = 1.0*BiGainEMG_N2, EMGN2_b1 = -1.61854514265*BiGainEMG_N2, EMGN2_b2 = 1.0*BiGainEMG_N2; //coefficients for notch filter + const double BiGainEMG_L1= 0.001041; + const double EMGL1_a1 = -1.87506717001, EMGL1_a2 = 0.87923101463, EMGL1_b0 = 1.0*BiGainEMG_L1, EMGL1_b1 = 2.00000000000*BiGainEMG_L1, EMGL1_b2 = 1.0*BiGainEMG_L1; // coefficients for low-pass filter + + const double BiGainEMG_N1 = 1.0; + const double EMGN1_a1 = -1.58174308681, EMGN1_a2 = 0.96540248979, EMGN1_b0 = 1.0*BiGainEMG_N1, EMGN1_b1 = -1.61816176147*BiGainEMG_N1, EMGN1_b2 = 1.0*BiGainEMG_N1; //coefficients for notch filter // Filter creation biquadFilter EMG_highpass1 (EMGH1_a1, EMGH1_a2, EMGH1_b0, EMGH1_b1, EMGH1_b2); // creates the high pass filter - biquadFilter EMG_highpass2 (EMGH2_a1, EMGH2_a2, EMGH2_b0, EMGH2_b1, EMGH2_b2); - biquadFilter EMG_lowpass1 (EMGL1_a1, EMGL1_a2, EMGL1_b0, EMGL1_b1, EMGL1_b2); // creates the low pass filter - biquadFilter EMG_lowpass2 (EMGL2_a1, EMGL2_a2, EMGL2_b0, EMGL2_b1, EMGL2_b2); + biquadFilter EMG_lowpass1 (EMGL1_a1, EMGL1_a2, EMGL1_b0, EMGL1_b1, EMGL1_b2); // creates the low pass filter biquadFilter EMG_notch1 (EMGN1_a1, EMGN1_a2, EMGN1_b0, EMGN1_b1, EMGN1_b2); // creates the notch filter - biquadFilter EMG_notch2 (EMGN2_a1, EMGN2_a2, EMGN2_b0, EMGN2_b1, EMGN2_b2); - + biquadFilter EMG_highpass1R (EMGH1_a1, EMGH1_a2, EMGH1_b0, EMGH1_b1, EMGH1_b2); // creates the high pass filter - biquadFilter EMG_highpass2R (EMGH2_a1, EMGH2_a2, EMGH2_b0, EMGH2_b1, EMGH2_b2); - biquadFilter EMG_lowpass1R (EMGL1_a1, EMGL1_a2, EMGL1_b0, EMGL1_b1, EMGL1_b2); // creates the low pass filter - biquadFilter EMG_lowpass2R (EMGL2_a1, EMGL2_a2, EMGL2_b0, EMGL2_b1, EMGL2_b2); + biquadFilter EMG_lowpass1R (EMGL1_a1, EMGL1_a2, EMGL1_b0, EMGL1_b1, EMGL1_b2); // creates the low pass filter biquadFilter EMG_notch1R (EMGN1_a1, EMGN1_a2, EMGN1_b0, EMGN1_b1, EMGN1_b2); // creates the notch filter - biquadFilter EMG_notch2R (EMGN2_a1, EMGN2_a2, EMGN2_b0, EMGN2_b1, EMGN2_b2); + // EMG filtering function void EMGfilterLeft() { EMG_left_value = EMG_left.read(); EMG_left_f1 = EMG_highpass1.step(EMG_left_value); - EMG_left_f2 = EMG_highpass2.step(EMG_left_f1); - EMG_left_abs = fabs(EMG_left_f2); - EMG_left_f3 = EMG_lowpass1.step(EMG_left_abs); - EMG_left_f4 = EMG_lowpass2.step(EMG_left_f3); - EMG_left_f5 = EMG_notch1.step(EMG_left_f4); - EMG_left_f6 = EMG_notch1.step(EMG_left_f5); + EMG_left_abs = fabs(EMG_left_f1); + EMG_left_f2 = EMG_lowpass1.step(EMG_left_abs); + EMG_left_f3 = EMG_notch1.step(EMG_left_f2); } @@ -92,12 +76,9 @@ { EMG_right_value = EMG_right.read(); EMG_right_f1 = EMG_highpass1R.step(EMG_right_value); - EMG_right_f2 = EMG_highpass2R.step(EMG_right_f1); - EMG_right_abs = fabs(EMG_right_f2); - EMG_right_f3 = EMG_lowpass1R.step(EMG_right_abs); - EMG_right_f4 = EMG_lowpass2R.step(EMG_right_f3); - EMG_right_f5 = EMG_notch1R.step(EMG_right_f4); - EMG_right_f6 = EMG_notch1R.step(EMG_right_f5); + EMG_right_abs = fabs(EMG_right_f1); + EMG_right_f2 = EMG_lowpass1R.step(EMG_right_abs); + EMG_right_f3 = EMG_notch1R.step(EMG_right_f2); } // Movingaverage Filter @@ -106,7 +87,7 @@ EMG_left_MAF = (MAF_left[0]+MAF_left[1]+MAF_left[2]+MAF_left[3]+MAF_left[4]+MAF_left[5]+MAF_left[6]+MAF_left[7]+MAF_left[8]+MAF_left[9]+MAF_left[10]+MAF_left[11]+MAF_left[12]+MAF_left[13]+MAF_left[14]+MAF_left[15]+MAF_left[16]+MAF_left[17]+MAF_left[18]+MAF_left[19]+MAF_left[20]+MAF_left[21]+MAF_left[22]+MAF_left[23]+MAF_left[24]+MAF_left[25]+MAF_left[26]+MAF_left[27]+MAF_left[28]+MAF_left[29]+MAF_left[30]+MAF_left[31]+MAF_left[32]+MAF_left[33]+MAF_left[34]+MAF_left[35]+MAF_left[36]+MAF_left[37]+MAF_left[38]+MAF_left[39]+MAF_left[40]+MAF_left[41]+MAF_left[42]+MAF_left[43]+MAF_left[44]+MAF_left[45]+MAF_left[46]+MAF_left[47]+MAF_left[48]+MAF_left[49])/N; MAF_left[49] = MAF_left[48], MAF_left[48] = MAF_left[47], MAF_left[47] = MAF_left[46], MAF_left[46] = MAF_left[45], MAF_left[45] = MAF_left[44], MAF_left[44] = MAF_left[43], MAF_left[43] = MAF_left[42], MAF_left[42] = MAF_left[41], MAF_left[41] = MAF_left[40], MAF_left[40] = MAF_left[39], MAF_left[39] = MAF_left[38], MAF_left[38] = MAF_left[37], MAF_left[37] = MAF_left[36], MAF_left[36] = MAF_left[35], MAF_left[35] = MAF_left[34], MAF_left[34] = MAF_left[33], MAF_left[33] = MAF_left[32], MAF_left[32] = MAF_left[31], MAF_left[31] = MAF_left[30], MAF_left[30] = MAF_left[29], MAF_left[29] = MAF_left[28], MAF_left[28] = MAF_left[27], MAF_left[27] = MAF_left[26], MAF_left[26] = MAF_left[25]; MAF_left[25] = MAF_left[24], MAF_left[24] = MAF_left[23], MAF_left[23] = MAF_left[22], MAF_left[22] = MAF_left[21], MAF_left[21] = MAF_left[20], MAF_left[20] = MAF_left[19], MAF_left[19] = MAF_left[18], MAF_left[18] = MAF_left[17], MAF_left[17] = MAF_left[16], MAF_left[16] = MAF_left[15], MAF_left[15] = MAF_left[14], MAF_left[14] = MAF_left[13], MAF_left[13] = MAF_left[12], MAF_left[12] = MAF_left[11], MAF_left[11] = MAF_left[10], MAF_left[10] = MAF_left[9], MAF_left[9] = MAF_left[8], MAF_left[8] = MAF_left[7], MAF_left[7] = MAF_left[6], MAF_left[6] = MAF_left[5], MAF_left[5] = MAF_left[4], MAF_left[4] = MAF_left[3], MAF_left[3] = MAF_left[2], MAF_left[2] = MAF_left[1], MAF_left[1] = MAF_left[0]; - MAF_left[0] = EMG_left_f6; + MAF_left[0] = EMG_left_f3; } void MovingAverageFilterRight() @@ -114,7 +95,7 @@ EMG_right_MAF = (MAF_right[0]+MAF_right[1]+MAF_right[2]+MAF_right[3]+MAF_right[4]+MAF_right[5]+MAF_right[6]+MAF_right[7]+MAF_right[8]+MAF_right[9]+MAF_right[10]+MAF_right[11]+MAF_right[12]+MAF_right[13]+MAF_right[14]+MAF_right[15]+MAF_right[16]+MAF_right[17]+MAF_right[18]+MAF_right[19]+MAF_right[20]+MAF_right[21]+MAF_right[22]+MAF_right[23]+MAF_right[24]+MAF_right[25]+MAF_right[26]+MAF_right[27]+MAF_right[28]+MAF_right[29]+MAF_right[30]+MAF_right[31]+MAF_right[32]+MAF_right[33]+MAF_right[34]+MAF_right[35]+MAF_right[36]+MAF_right[37]+MAF_right[38]+MAF_right[39]+MAF_right[40]+MAF_right[41]+MAF_right[42]+MAF_right[43]+MAF_right[44]+MAF_right[45]+MAF_right[46]+MAF_right[47]+MAF_right[48]+MAF_right[49])/N; MAF_right[49] = MAF_right[48], MAF_right[48] = MAF_right[47], MAF_right[47] = MAF_right[46], MAF_right[46] = MAF_right[45], MAF_right[45] = MAF_right[44], MAF_right[44] = MAF_right[43], MAF_right[43] = MAF_right[42], MAF_right[42] = MAF_right[41], MAF_right[41] = MAF_right[40], MAF_right[40] = MAF_right[39], MAF_right[39] = MAF_right[38], MAF_right[38] = MAF_right[37], MAF_right[37] = MAF_right[36], MAF_right[36] = MAF_right[35], MAF_right[35] = MAF_right[34], MAF_right[34] = MAF_right[33], MAF_right[33] = MAF_right[32], MAF_right[32] = MAF_right[31], MAF_right[31] = MAF_right[30], MAF_right[30] = MAF_right[29], MAF_right[29] = MAF_right[28], MAF_right[28] = MAF_right[27], MAF_right[27] = MAF_right[26], MAF_right[26] = MAF_right[25]; MAF_right[25] = MAF_right[24], MAF_right[24] = MAF_right[23], MAF_right[23] = MAF_right[22], MAF_right[22] = MAF_right[21], MAF_right[21] = MAF_right[20], MAF_right[20] = MAF_right[19], MAF_right[19] = MAF_right[18], MAF_right[18] = MAF_right[17], MAF_right[17] = MAF_right[16], MAF_right[16] = MAF_right[15], MAF_right[15] = MAF_right[14], MAF_right[14] = MAF_right[13], MAF_right[13] = MAF_right[12], MAF_right[12] = MAF_right[11], MAF_right[11] = MAF_right[10], MAF_right[10] = MAF_right[9], MAF_right[9] = MAF_right[8], MAF_right[8] = MAF_right[7], MAF_right[7] = MAF_right[6], MAF_right[6] = MAF_right[5], MAF_right[5] = MAF_right[4], MAF_right[4] = MAF_right[3], MAF_right[3] = MAF_right[2], MAF_right[2] = MAF_right[1], MAF_right[1] = MAF_right[0]; - MAF_right[0] = EMG_right_f6; + MAF_right[0] = EMG_right_f3; } @@ -122,9 +103,12 @@ void ScopeSend() { scope.set(0, EMG_left_value); - scope.set(1, EMG_left_MAF); - scope.set(2, EMG_right_value); - scope.set(3, EMG_right_MAF); + scope.set(1, EMG_left_f1); + scope.set(2, EMG_left_abs); + scope.set(3, EMG_left_f2); + scope.set(4, EMG_left_f3); + scope.set(5, EMG_left_MAF); + scope.send(); } @@ -135,9 +119,19 @@ ScopeTimer.attach(&ScopeSend, 0.002); MovingAverageLeft.attach(&MovingAverageFilterLeft, 0.005); MovingAverageRight.attach(&MovingAverageFilterRight, 0.005); + pc.baud(115200); + + ledG.write(1); + wait(20); + ledG.write(0); + wait(2); + Threshold1 = 0.75*EMG_left_MAF; + pc.printf("%f\n", Threshold1); + ledG.write(1); + while(1) { - if (EMG_left_f6 > Threshold1) + if (EMG_left_f3 > Threshold1) { led.write(0); }