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Dependents: PID_VelocityExample TheProgram Passief_stuurprogramma Actief_stuurprogramma
EMG.h
- Committer:
- mganseij
- Date:
- 2015-10-14
- Revision:
- 5:7873900f62da
- Parent:
- 4:963e903c2236
- Child:
- 6:49056e5ea42e
File content as of revision 5:7873900f62da:
#include "biquadFilter.h" #include <cmath> const int Fs = 200; // sampling frequency const double low_b1 = 0.000944691843840; //filter coefficients - second order butterworth filters at 2 hz low and 25 hz high, coefficents based on Fs of 512. const double low_b2 = 0.001889383687680; const double low_b3 = 0.000944691843840; const double low_a2 = -1.911197067426073; // a1 is normalized to 1 const double low_a3 = 0.914975834801434; const double high_b1 = 0.569035593728849; const double high_b2 = -1.138071187457699; const double high_b3 = 0.569035593728849; const double high_a2 = -0.942809041582063; // a1 is normalized to 1 const double high_a3 = 0.333333333333333; biquadFilter highpass1(high_a2, high_a3, high_b1, high_b2, high_b3); // different objects for different inputs, otherwise the v1 and v2 variables get fucked up biquadFilter highpass2(high_a2, high_a3, high_b1, high_b2, high_b3); biquadFilter highpass3(high_a2, high_a3, high_b1, high_b2, high_b3); biquadFilter highpass4(high_a2, high_a3, high_b1, high_b2, high_b3); biquadFilter lowpass1(low_a2, low_a3, low_b1, low_b2, low_b3); biquadFilter lowpass2(low_a2, low_a3, low_b1, low_b2, low_b3); biquadFilter lowpass3(low_a2, low_a3, low_b1, low_b2, low_b3); biquadFilter lowpass4(low_a2, low_a3, low_b1, low_b2, low_b3); AnalogIn input1(A0); // declaring the 4 inputs AnalogIn input2(A1); AnalogIn input3(A2); AnalogIn input4(A3); double u1; double y1; // declaring the input variables double u2; double y2; double u3; double y3; double u4; double y4; Ticker T1; volatile bool sample_go; volatile bool calibrate_go; InterruptIn cali_button(PTA4); // initialize interrupt button for calibration stuff double cali_fact1 = 8; double cali_fact2 = 8; // calibration factor to normalize filter output to a scale of 0 - 1 void sample_filter() { u1 = input1; u2 = input2; u3 = input3; u4 = input4; // sample y1 = highpass1.step(u1); y2 = highpass2.step(u2); y3 = highpass3.step(u3); y4 = highpass4.step(u4); // filter order is: high-pass --> rectify --> low-pass y1 = fabs(y1); y2 = fabs(y2); y3 = fabs(y3); y4 = fabs(y4); y1 = lowpass1.step(y1)*cali_fact1; y2 = lowpass2.step(y2)*cali_fact2; y3 = lowpass3.step(y3)*cali_fact1; y4 = lowpass4.step(y4)*cali_fact1; // roughly normalize to a scale of 0 - 1, where 0 is minimum and 1 is roughly the maximum output of dennis. } void calibratego() { calibrate_go = 1; } void samplego() // ticker function, set flag to true every sample interval { sample_go = 1; } void calibrate() // function to calibrate the emg signals from the user. It takes 5 seconds of measurements of maximum output, then takes the max and normalizes to that. { cali_fact1 = 1; cali_fact2 = 1; double cali_max1 = 0; double cali_max2 = 0; for(int i = 0; i < 5*Fs; i++) { sample_filter(); if(y1 > cali_max1) { cali_max1 = y1; } if(y2 > cali_max2) { cali_max2 = y2; } wait(1/Fs); } cali_fact1 = 1.0/cali_max1; cali_fact2 = 1.0/cali_max2; calibrate_go = 0; } /* int main() { T1.attach(&samplego, (float)1/Fs); cali_button.rise(&calibrate); while(1) { if(sample_go) { sample_filter(); sample_go = 0; } } // while end } // main end */