Filtering works for emg
Dependencies: HIDScope MODSERIAL mbed
Fork of EMG by
main.cpp
00001 #include "mbed.h" 00002 #include "HIDScope.h" 00003 #include "MODSERIAL.h" 00004 00005 //Define objects 00006 AnalogIn emg0( A0 ); 00007 AnalogIn emg1( A1 ); 00008 DigitalIn buttonCalibrate(SW2); 00009 MODSERIAL pc(USBTX, USBRX); 00010 00011 volatile float x; 00012 volatile float x_prev =0; 00013 volatile float b; // filtered 'output' of ReadAnalogInAndFilter 00014 00015 bool calibrate = false; 00016 double threshold_Left = 0; 00017 double threshold_Right= 0; 00018 Ticker sample_timer; 00019 HIDScope scope( 2 ); 00020 DigitalOut led(LED1); 00021 const double a1 = -1.6475; 00022 const double a2 = 0.7009; 00023 const double b0 = 0.8371; 00024 const double b1 = -1.6742; 00025 const double b2 = 0.8371; 00026 const double c1 = -1.9645; 00027 const double c2 = 0.9651; 00028 const double d0 = 0.0001551; 00029 const double d1 = 0.0003103; 00030 const double d2 = 0.0001551; 00031 double v1_high = 0; 00032 double v2_high = 0; 00033 double v1_low = 0; 00034 double v2_low = 0; 00035 double highpassFilterLeft = 0; 00036 double lowpassFilterLeft = 0; 00037 double highpassFilterRight = 0; 00038 double lowpassFilterRight = 0; 00039 00040 double biquad1(double u, double&v1, double&v2, const double a1, const double a2, const double b0, 00041 const double b1, const double b2) 00042 { 00043 double v = u - a1*v1 - a2*v2; 00044 double y = b0*v + b1*v1 + b2*v2; 00045 v2 = v1; 00046 v1 = v; 00047 return y; 00048 } 00049 /*double biquad2(double u, double&v1, double&v2, const double c1, const double c2, const double d0, 00050 const double d1, const double d2) 00051 { 00052 double v = u - c1*v1 - c2*v2; 00053 double y = d0*v + d1*v1 + d2*v2; 00054 v2 = v1; 00055 v1 = v; 00056 return y; 00057 } 00058 */ 00059 /** Sample function 00060 * this function samples the emg and sends it to HIDScope 00061 **/ 00062 00063 void filterSampleLeft() 00064 { 00065 highpassFilterLeft = fabs(biquad1(emg0.read(), v1_high, v2_high, a1, a2, b0, b1, b2)); 00066 lowpassFilterLeft = biquad1(highpassFilterLeft, v1_low, v2_low, c1, c2, d0, d1, d2); 00067 scope.set(0, lowpassFilterLeft ); 00068 scope.send(); 00069 //pc.printf("%f \n \r ", lowpassFilter); 00070 } 00071 void filterSampleRight() 00072 { 00073 highpassFilterRight = fabs(biquad1(emg1.read(), v1_high, v2_high, a1, a2, b0, b1, b2)); 00074 lowpassFilterRight = biquad1(highpassFilterRight, v1_low, v2_low, c1, c2, d0, d1, d2); 00075 scope.set(1, lowpassFilterRight ); 00076 scope.send(); 00077 //pc.printf("%f \n \r ", lowpassFilter); 00078 } 00079 void sample() 00080 { 00081 /* Set the sampled emg values in channel 0 (the first channel) and 1 (the second channel) in the 'HIDScope' instance named 'scope' */ 00082 scope.set(0, emg0.read() ); 00083 scope.set(1, emg1.read() ); 00084 /* Repeat the step above if required for more channels of required (channel 0 up to 5 = 6 channels) 00085 * Ensure that enough channels are available (HIDScope scope( 2 )) 00086 * Finally, send all channels to the PC at once */ 00087 00088 x = emg0; // Capture data scope.set(0, x); // store data in first element of scope memory 00089 b = (x_prev + x)/2.0; // averaging filter 00090 x_prev = x; // Prepare for next round 00091 00092 scope.send(); 00093 /* To indicate that the function is working, the LED is toggled */ 00094 led = !led; 00095 pc.printf("%f, %f \n \r ", x, b); 00096 } 00097 00098 int main() 00099 { 00100 /**Attach the 'sample' function to the timer 'sample_timer'. 00101 * this ensures that 'sample' is executed every... 0.002 seconds = 500 Hz 00102 */ 00103 //sample_timer.attach(&sample, 0.001953125); 00104 sample_timer.attach(&filterSampleLeft, 0.001953125); //512 Hz 00105 sample_timer.attach(&filterSampleRight, 0.001953125); 00106 pc.baud(115200); 00107 pc.printf("please push the button to calibrate \n \r"); 00108 while (1) { 00109 if (buttonCalibrate == 0) { 00110 calibrate = true; 00111 threshold_Left = lowpassFilterLeft*0.7; 00112 threshold_Right = lowpassFilterRight*0.7; 00113 } 00114 if (calibrate == true) { 00115 pc.printf("calibration complete, left = %f, right = %f \n \r", threshold_Left, threshold_Right); 00116 /*empty loop, sample() is executed periodically*/ 00117 } 00118 } 00119 }
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