![](/media/cache/img/default_profile.jpg.50x50_q85.jpg)
Measures EMG signal, filters them and puts on a led
Dependencies: HIDScope MODSERIAL Math MovingAverage biquadFilter mbed
Fork of EMG by
Revision 21:30a33a4aa868, committed 2018-10-26
- Comitter:
- Roooos
- Date:
- Fri Oct 26 11:03:48 2018 +0000
- Parent:
- 20:97059009a491
- Commit message:
- EMG Realtime Filter Measures EMG from Left and Right Bicep, Filters them and puts a led on.
Changed in this revision
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/MODSERIAL.lib Fri Oct 26 11:03:48 2018 +0000 @@ -0,0 +1,1 @@ +http://mbed.org/users/Sissors/code/MODSERIAL/#8c8d13e1840b
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Math.lib Fri Oct 26 11:03:48 2018 +0000 @@ -0,0 +1,1 @@ +http://os.mbed.com/users/inst/code/Math/#067c036b09e0
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/MovingAverage.lib Fri Oct 26 11:03:48 2018 +0000 @@ -0,0 +1,1 @@ +http://os.mbed.com/users/fblanc/code/MovingAverage/#ad69440a9bef
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/biquadFilter.lib Fri Oct 26 11:03:48 2018 +0000 @@ -0,0 +1,1 @@ +http://os.mbed.com/users/tomlankhorst/code/biquadFilter/#26861979d305
--- a/main.cpp Thu Sep 22 08:53:50 2016 +0000 +++ b/main.cpp Fri Oct 26 11:03:48 2018 +0000 @@ -1,37 +1,91 @@ #include "mbed.h" #include "HIDScope.h" +#include "BiQuad.h" +#include "MovingAverage.h" +#include "MODSERIAL.h" +#include "math.h" +#define NSAMPLE 200 + //Define objects -AnalogIn emg0( A0 ); -AnalogIn emg1( A1 ); - +AnalogIn emg0( A0 ); //Biceps Left +AnalogIn emg1( A1 ); //Biceps Right +InterruptIn button(PTC6); +InterruptIn button2(PTA4); Ticker sample_timer; -HIDScope scope( 2 ); -DigitalOut led(LED1); + +//Ticker driving_timer; +HIDScope scope( 4 ); //Number of Channels +DigitalOut led1(LED_GREEN); +DigitalOut led2(LED_BLUE); +DigitalOut led3(LED_RED); +MovingAverage <double>Movag_LB(NSAMPLE,0.0); //Make Moving Average, Define NSAMPLE above +MovingAverage <double>Movag_RB(NSAMPLE,0.0); + +MODSERIAL pc(USBTX, USBRX); + +volatile bool BicepLeft = false; +volatile bool BicepRight = false; -/** Sample function - * this function samples the emg and sends it to HIDScope - **/ + +//Make Biquad filters Left(a0, a1, a2, b1, b2) +BiQuadChain bqc1; //chain voor High Pass en Notch +BiQuad bq1(0.39131200825291007, -0.7826240165058201, 0.39131200825291007, -0.36950493743858204, 0.1957430955730582); //High Pass Filter +BiQuad bq2(9.91104e-01, -1.60364e+00, 9.91104e-01, -1.60364e+00, 9.82207e-01); //Notch Filter +BiQuad bq3(0.00044924972004654657, 0.0008984994400930931, 0.00044924972004654657, -1.6169385656964415, 0.6187355645766276); //Low Pass Filter + +//Make Biquad filters Right +BiQuadChain bqc2; //chain voor High Pass en Notch +BiQuad bq4(0.39131200825291007, -0.7826240165058201, 0.39131200825291007, -0.36950493743858204, 0.1957430955730582); //High Pass Filter +BiQuad bq5(9.91104e-01, -1.60364e+00, 9.91104e-01, -1.60364e+00, 9.82207e-01); //Notch Filter + +//Function to read samples and filter and send to HIDScope void sample() { - /* 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, emg0.read() ); - scope.set(1, emg1.read() ); - /* Repeat the step above if required for more channels of required (channel 0 up to 5 = 6 channels) - * Ensure that enough channels are available (HIDScope scope( 2 )) - * Finally, send all channels to the PC at once */ + //Filter Left Bicep + double LB_Filter_1 = bqc1.step(emg0.read()); //High Pass + Notch + double LB_Rectify = fabs(LB_Filter_1); //Rectify Signal + //double Filtered_emg_1 = bq3.step(LB_Rectify); //Low Pass + Movag_LB.Insert(LB_Rectify); + double LB_Out = Movag_LB.GetAverage(); + + //Filter Right Bicep + double RB_Filter_1 = bqc2.step(emg1.read()); //High Pass + Notch + double RB_Rectify = fabs(RB_Filter_1); //Rectify Signal + //double Filtered_emg_1 = bq3.step(RB_Rectify); //Low Pass + Movag_RB.Insert(RB_Rectify); + double RB_Out = Movag_RB.GetAverage(); + + scope.set(0, emg0.read() ); //Raw EMG signal left bicep + scope.set(1, LB_Out); // Filtered EMG signal left bicep + scope.set(2, emg1.read()); //Raw EMG signal right bicep + scope.set(3, RB_Out); //Filtered EMG signal right bicep + scope.send(); - /* To indicate that the function is working, the LED is toggled */ - led = !led; + + if (LB_Out > ThresholdLeft) { + led1 = 0; + BicepLeft = true; + } + else { + led1 = 1; + BicepLeft = false; + } + if (RB_Out > ThresholdRight) { + led2 = 0; + BicepRight = true; + } + else { + led2 = 1; + BicepRight = false; + } } + int main() { - /**Attach the 'sample' function to the timer 'sample_timer'. - * this ensures that 'sample' is executed every... 0.002 seconds = 500 Hz - */ - sample_timer.attach(&sample, 0.002); - - /*empty loop, sample() is executed periodically*/ + bqc1.add( &bq1 ).add( &bq2 ); //make BiQuadChain + bqc2.add( &bq4 ).add( &bq5 ); //make BiQuadChain + sample_timer.attach(&sample, 0.002); //read samples at 500 Hz while(1) {} -} \ No newline at end of file +}
--- a/mbed.bld Thu Sep 22 08:53:50 2016 +0000 +++ b/mbed.bld Fri Oct 26 11:03:48 2018 +0000 @@ -1,1 +1,1 @@ -http://mbed.org/users/mbed_official/code/mbed/builds/abea610beb85 \ No newline at end of file +https://os.mbed.com/users/mbed_official/code/mbed/builds/aae6fcc7d9bb \ No newline at end of file