EMG controlling calibration + filters biorobotics group 13 BMT
Dependencies: HIDScope biquadFilter mbed
main.cpp
- Committer:
- RichellBooyink
- Date:
- 2015-10-20
- Revision:
- 8:63a7b61ca2ae
- Parent:
- 7:d6416ed1672c
- Child:
- 9:21e427de5ada
File content as of revision 8:63a7b61ca2ae:
#include "mbed.h" #include "HIDScope.h" AnalogIn EMG_bicepsleft(A0); AnalogIn EMG_bicepsright (A1); AnalogIn EMG_legleft (A2); AnalogIn EMG_legright (A3); HIDScope scope(4); Timer Timer_Calibration; Ticker EMG_Control; bool Cali; double TimeCali = 5; // Filter1 = High pass filter tot 20 Hz double fh1_v1=0, fh1_v2=0, fh2_v1=0, fh2_v2=0; const double fh1_a1=-0.84909054461, fh1_a2=0.00000000000, fh1_b0= 1, fh1_b1=-1, fh1_b2=0; const double fh2_a1=-1.82553264091, fh2_a2=0.85001416809, fh2_b0= 1, fh2_b1=-2, fh2_b2=1; // Filter2 = Low pass filter na 60 Hz double fl1_v1=0, fl1_v2=0, fl2_v1=0, fl2_v2=0; const double fl1_a1=-0.66979455390, fl1_a2=0.00000000000, fl1_b0= 1, fl1_b1=1, fl1_b2=0; const double fl2_a1=-1.55376616139, fl2_a2=0.68023470431, fl2_b0= 1, fl2_b1=2, fl2_b2=1; // Filter3 = Notch filter at 50 Hz double fno1_v1=0, fno1_v2=0, fno2_v1=0, fno2_v2=0, fno3_v1=0, fno3_v2=0; const double fno1_a1 = -1.87934916386, fno1_a2= 0.97731851355, fno1_b0= 1, fno1_b1= -1.90090686046, fno1_b2= 1; const double fno2_a1 = -1.88341028603, fno2_a2= 0.98825147717, fno2_b0= 1, fno2_b1= -1.90090686046, fno2_b2= 1; const double fno3_a1 = -1.89635403726, fno3_a2= 0.98894004849, fno3_b0= 1, fno3_b1= -1.90090686046, fno3_b2= 1; // Filter4 = Lowpass filter at 5 Hz double flp1_v1=0, flp1_v2=0, flp2_v1=0, flp2_v2=0; const double flp1_a1=-0.97922725527, flp1_a2=0.00000000000, flp1_b0= 1, flp1_b1=1, flp1_b2=0; const double flp2_a1=-1.97879353121, flp2_a2=0.97922951943, flp2_b0= 1, flp2_b1=2, flp2_b2=1; double y1, y2, y3, y4, y5, y6, y7, y8, y9, u1, u2, u3, u4, u5, u6, u7,u8 , u9 ; double final_filter1, final_filter2, final_filter3, final_filter4; double fblmax = 0; double fbrmax = 0; double fllmax = 0; double flrmax = 0; // Standaard formule voor het biquad filter double biquad(double u, double &v1, double &v2, const double a1, const double a2, const double b0, const double b1, const double b2) { double v = u - a1*v1 - a2*v2; double y = b0*v + b1*v1 + b2*v2; v2=v1; v1=v; return y; } void Filters_bicepsleft() { // Biceps left u1 = EMG_bicepsleft.read(); //Highpass y1 = biquad (u1, fh1_v1, fh1_v2, fh1_a1, fh1_a2, fh1_b0*0.924547, fh1_b1*0.924547, fh1_b2*0.924547); u2 = y1; y2 = biquad (u2, fh2_v1, fh2_v2, fh2_a1, fh2_a2, fh2_b0*0.918885, fh2_b1*0.918885, fh2_b2*0.918885); //Lowpass u3 = y2; y3 = biquad (u3, fl1_v1, fl1_v2, fl1_a1, fl1_a2, fl1_b0*0.165103, fl1_b1*0.165103, fl1_b2*0.165103); u4 = y3; y4 = biquad (u4, fl2_v1, fl2_v2, fl2_a1, fl2_a2, fl2_b0*0.031617, fl2_b1*0.031617, fl2_b2*0.031617); // Notch u5 = y4; y5 = biquad (u5, fno1_v1, fno1_v2, fno1_a1, fno1_a2, fno1_b0*1.004206, fno1_b1*1.004206, fno1_b2*1.004206); u6 = y5; y6 = biquad (u6, fno2_v1, fno2_v2, fno2_a1, fno2_a2, fno2_b0, fno2_b1, fno2_b2); u7 = y6; y7 = biquad (u7, fno3_v1, fno3_v2, fno3_a1, fno3_a2, fno3_b0*0.973227, fno3_b1*0.973227, fno3_b2*0.973227); // Rectify sample y8 = fabs(y7); // Make it smooth u8 = y8; y9 = biquad (u8, flp1_v1, flp1_v2, flp1_a1, flp1_a2, flp1_b0* 0.010386, flp1_b1* 0.010386, flp1_b2* 0.010386); u9 = y9; final_filter1 = biquad(u9, flp2_v1, flp2_v2, flp2_a1, flp2_a2, flp2_b0*0.000109, flp2_b1*0.000109, flp2_b2*0.000109); //Biceps right u10 = EMG_bicepsright.read(); //Highpass y10 = biquad (u10, fh1_v1, fh1_v2, fh1_a1, fh1_a2, fh1_b0*0.924547, fh1_b1*0.924547, fh1_b2*0.924547); u11 = y10; y11 = biquad (u11, fh2_v1, fh2_v2, fh2_a1, fh2_a2, fh2_b0*0.918885, fh2_b1*0.918885, fh2_b2*0.918885); //Lowpass u12 = y11; y12 = biquad (u12, fl1_v1, fl1_v2, fl1_a1, fl1_a2, fl1_b0*0.165103, fl1_b1*0.165103, fl1_b2*0.165103); u13 = y12; y13 = biquad (u13, fl2_v1, fl2_v2, fl2_a1, fl2_a2, fl2_b0*0.031617, fl2_b1*0.031617, fl2_b2*0.031617); // Notch u14 = y13; y14 = biquad (u14, fno1_v1, fno1_v2, fno1_a1, fno1_a2, fno1_b0*1.004206, fno1_b1*1.004206, fno1_b2*1.004206); u15 = y14; y15 = biquad (u15, fno2_v1, fno2_v2, fno2_a1, fno2_a2, fno2_b0, fno2_b1, fno2_b2); u16 = y15; y16 = biquad (u16, fno3_v1, fno3_v2, fno3_a1, fno3_a2, fno3_b0*0.973227, fno3_b1*0.973227, fno3_b2*0.973227); // Rectify sample y17 = fabs(y16); // Make it smooth u17 = y17; y18 = biquad (u17, flp1_v1, flp1_v2, flp1_a1, flp1_a2, flp1_b0* 0.010386, flp1_b1* 0.010386, flp1_b2* 0.010386); u18 = y18; final_filter2 = biquad(u18, flp2_v1, flp2_v2, flp2_a1, flp2_a2, flp2_b0*0.000109, flp2_b1*0.000109, flp2_b2*0.000109); /// EMG Filter left leg u19 = EMG_legleft.read(); //Highpass y19 = biquad (u19, fh1_v1, fh1_v2, fh1_a1, fh1_a2, fh1_b0*0.924547, fh1_b1*0.924547, fh1_b2*0.924547); u20 = y19; y20 = biquad (u20, fh2_v1, fh2_v2, fh2_a1, fh2_a2, fh2_b0*0.918885, fh2_b1*0.918885, fh2_b2*0.918885); //Lowpass u21 = y20; y21 = biquad (u21, fl1_v1, fl1_v2, fl1_a1, fl1_a2, fl1_b0*0.165103, fl1_b1*0.165103, fl1_b2*0.165103); u22 = y21; y22 = biquad (u22, fl2_v1, fl2_v2, fl2_a1, fl2_a2, fl2_b0*0.031617, fl2_b1*0.031617, fl2_b2*0.031617); // Notch u23 = y22; y23 = biquad (u23, fno1_v1, fno1_v2, fno1_a1, fno1_a2, fno1_b0*1.004206, fno1_b1*1.004206, fno1_b2*1.004206); u24 = y23; y24 = biquad (u24, fno2_v1, fno2_v2, fno2_a1, fno2_a2, fno2_b0, fno2_b1, fno2_b2); u25 = y24; y25 = biquad (u25, fno3_v1, fno3_v2, fno3_a1, fno3_a2, fno3_b0*0.973227, fno3_b1*0.973227, fno3_b2*0.973227); // Rectify sample y26 = fabs(y7); // Make it smooth u26 = y26; y27 = biquad (u26, flp1_v1, flp1_v2, flp1_a1, flp1_a2, flp1_b0* 0.010386, flp1_b1* 0.010386, flp1_b2* 0.010386); u27 = y27; final_filter3 = biquad(u27, flp2_v1, flp2_v2, flp2_a1, flp2_a2, flp2_b0*0.000109, flp2_b1*0.000109, flp2_b2*0.000109); // EMG filter right leg u28 = EMG_legright.read(); //Highpass y28 = biquad (u8, fh1_v1, fh1_v2, fh1_a1, fh1_a2, fh1_b0*0.924547, fh1_b1*0.924547, fh1_b2*0.924547); u29 = y28; y29 = biquad (u29, fh2_v1, fh2_v2, fh2_a1, fh2_a2, fh2_b0*0.918885, fh2_b1*0.918885, fh2_b2*0.918885); //Lowpass u30 = y29; y30 = biquad (u30, fl1_v1, fl1_v2, fl1_a1, fl1_a2, fl1_b0*0.165103, fl1_b1*0.165103, fl1_b2*0.165103); u31 = y30; y31 = biquad (u31, fl2_v1, fl2_v2, fl2_a1, fl2_a2, fl2_b0*0.031617, fl2_b1*0.031617, fl2_b2*0.031617); // Notch u32 = y31; y32 = biquad (u32, fno1_v1, fno1_v2, fno1_a1, fno1_a2, fno1_b0*1.004206, fno1_b1*1.004206, fno1_b2*1.004206); u33 = y32; y33 = biquad (u33, fno2_v1, fno2_v2, fno2_a1, fno2_a2, fno2_b0, fno2_b1, fno2_b2); u34 = y33; y34 = biquad (u34, fno3_v1, fno3_v2, fno3_a1, fno3_a2, fno3_b0*0.973227, fno3_b1*0.973227, fno3_b2*0.973227); // Rectify sample y35 = fabs(y34); // Make it smooth u35 = y35; y36 = biquad (u35, flp1_v1, flp1_v2, flp1_a1, flp1_a2, flp1_b0* 0.010386, flp1_b1* 0.010386, flp1_b2* 0.010386); u36 = y36; final_filter4 = biquad(u36, flp2_v1, flp2_v2, flp2_a1, flp2_a2, flp2_b0*0.000109, flp2_b1*0.000109, flp2_b2*0.000109); if (Cali == true) { if (final_filter1 >= fblmax) { fblmax=final_filter1; } if (final_filter2 >= fbrmax) { fbrmax = final_filter2; } if (final_filter3 >= fllmax) { fllmax=final_filter3; } if (final_filter4 >= flrmax) { flrmax=final_filter4; } Tbl = 0.8*fblmax; Tbr = 0.8*fbrmax; Tll = 0.8*fllmax; Tlr = 0.8*flrmax; wait (3) } } // Send signals to HIDScope void Filters_EMG () { scope.set (0,final_filter1); scope.set (1,final_filter2); scope.set (2,final_filter3); scope.set (3,final_filter4); scope.send (); } int main () { EMG_Control.attach_us(Filters_EMG,1e3); Timer_Calibration.start(); if (Timer_Calibration < TimerCali) { Cali = true; } if (Timer_Calibration > TimerCali) { Cali = false; } Timer_Calibration.stop(); Timer_Calibration.reset(); } }