emg with text
Dependencies: HIDScope MODSERIAL biquadFilter mbed
Fork of emg_import by
main.cpp
00001 //===================================================================================== 00002 //libraries 00003 #include "mbed.h" //mbed revision 113 00004 #include "HIDScope.h" //Hidscope by Tom Lankhorst 00005 #include "BiQuad.h" //BiQuad by Tom Lankhorst 00006 #include "MODSERIAL.h" //Modserial 00007 00008 00009 //===================================================================================== 00010 //Define objects 00011 00012 //EMG 00013 AnalogIn emg_biceps_right_in( A0 ); //analog in to get EMG biceps (r) in to c++ 00014 AnalogIn emg_triceps_right_in(A1); //analog in to get EMG triceps (r) in to c++ 00015 AnalogIn emg_biceps_left_in (A2); //analog in to get EMG biceps (l) in to c++ 00016 00017 //Tickers 00018 Ticker sample_timer; //ticker for EMG signal sampling, analog becomes digital 00019 Ticker ticker_switch; //ticker for switch, every second it is possible to switch 00020 00021 //Monitoring 00022 HIDScope scope(5); //open 5 channels in hidscope 00023 MODSERIAL pc(USBTX, USBRX); //pc connection 00024 DigitalOut red(LED_RED); //LED on K64F board, 1 is out; 0 is on 00025 DigitalOut green(LED_GREEN); //LED on K64f board, 1 is out; o is on 00026 00027 //motors 00028 DigitalOut richting_motor1(D7); //motor 1 connected to motor 1 at k64f board; for turningtable 00029 PwmOut pwm_motor1(D6); 00030 DigitalOut richting_motor2(D4); ///motor 2 connected to motor 2 at k64f board; for linear actuator 00031 PwmOut pwm_motor2(D5); 00032 00033 //===================================================================================== 00034 //define variables 00035 00036 //tresholds 00037 double treshold_biceps_right =0.04; //common values that work. 00038 double treshold_biceps_left=-0.04; // tested on multiple persons 00039 double treshold_triceps=-0.04; //triceps and left biceps is specified negative, thus negative treshold 00040 00041 //on/off and switch signals 00042 int switch_signal = 0; //start of counter, switch made by even and odd numbers 00043 int onoffsignal_biceps; 00044 int switch_signal_triceps; 00045 00046 //motorvariables 00047 float speedmotor1=0.18; //speed of motor 1 is 0.18pwm at start 00048 float speedmotor2=1.0; //speed of motor 2 is 1.0 pwm at start 00049 00050 int cw=0; //clockwise direction 00051 int ccw=1; //counterclockwise direction 00052 00053 //======================================= 00054 //filter coefficients 00055 00056 //b1 = biceps right arm 00057 BiQuad filterhigh_b1(9.5654e-01,-1.9131e+00,9.5654e-01,-1.9112e+00,9.1498e-01); // second order highpass filter, with frequency of? 00058 BiQuad filternotch1_b1 (9.9376e-01 , -1.8902e-00, 9.9376e-01 , -1.8902e-00 , 9.875e-01); // second order notch filter, with frequency of? 00059 00060 //t1= triceps right arm 00061 BiQuad filterhigh_t1(9.5654e-01,-1.9131e+00,9.5654e-01,-1.9112e+00,9.1498e-01); // second order highpass filter, with frequency of? 00062 BiQuad filternotch1_t1 (9.9376e-01 , -1.8902e-00, 9.9376e-01 , -1.8902e-00 , 9.875e-01); // second order notch filter, with frequency of? 00063 00064 //b2= biceps left arm 00065 BiQuad filterhigh_b2(9.5654e-01,-1.9131e+00,9.5654e-01,-1.9112e+00,9.1498e-01); // second order highpass filter, with frequency of? 00066 BiQuad filternotch1_b2 (9.9376e-01 , -1.8902e-00, 9.9376e-01 , -1.8902e-00 , 9.875e-01); // second order notch filter, with frequency of? 00067 00068 //after abs filtering 00069 BiQuad filterlow_b1 (6.2942e-06, 1.2588e-05,6.2942e-06,-1.9929e+00,9.9292e-01); // second order lowpass filter, with frequency of? 00070 BiQuad filterlow_t1 (6.2942e-06, 1.2588e-05,6.2942e-06,-1.9929e+00,9.9292e-01); // second order lowpass filter, with frequency of? 00071 BiQuad filterlow_b2 (6.2942e-06, 1.2588e-05,6.2942e-06,-1.9929e+00,9.9292e-01); // second order lowpass filter, with frequency of? 00072 00073 //====================================================================== 00074 //voids 00075 //====================================================================== 00076 00077 //function teller 00078 void switch_function() { // The switch function. Makes it possible to switch between the motors. It simply adds one at switch_signal. 00079 if(switch_signal_triceps==1) 00080 { 00081 switch_signal++; 00082 00083 // To monitor what is happening: we will show the text in putty and change led color from red to green or vice versa. 00084 00085 green=!green; 00086 red=!red; 00087 00088 if (switch_signal%2==0) 00089 {pc.printf("If you contract the biceps, the robot will go right \r\n"); 00090 pc.printf("If you contract the triceps, the robot will go left \r\n"); 00091 pc.printf("\r\n"); 00092 } 00093 00094 00095 else 00096 {pc.printf("If you contract the biceps, the robot will go up \r\n"); 00097 pc.printf("If you contract the triceps, the robot will go down \r\n"); 00098 pc.printf("\r\n"); 00099 } 00100 00101 } 00102 } 00103 00104 //====================================================================== 00105 //functions which are called in ticker to sample the analog signal and make the on/off and switch signal. 00106 00107 void filter(){ 00108 //biceps right arm read+filtering 00109 double emg_biceps_right=emg_biceps_right_in.read(); //read the emg value from the elektrodes 00110 double emg_filtered_high_biceps_right= filterhigh_b1.step(emg_biceps_right); //high pass filter, to remove offset 00111 double emg_filtered_high_notch_1_biceps_right=filternotch1_b1.step(emg_filtered_high_biceps_right); //notch filter, to remove noise 00112 double emg_abs_biceps_right=fabs(emg_filtered_high_notch_1_biceps_right); //rectify the signal, fabs because float 00113 double emg_filtered_biceps_right=filterlow_b1.step(emg_abs_biceps_right); //low pass filter to envelope the signal 00114 00115 //triceps right arm read+filtering 00116 double emg_triceps_right=emg_triceps_right_in.read(); //read the emg value from the elektrodes 00117 double emg_filtered_high_triceps_right= filterhigh_t1.step(emg_triceps_right); //high pass filter, to remove offset 00118 double emg_filtered_high_notch_1_triceps_right=filternotch1_t1.step(emg_filtered_high_triceps_right); //notch filter, to remove noise 00119 double emg_abs_triceps_right=fabs(emg_filtered_high_notch_1_triceps_right); //rectify the signal, fabs because float 00120 double emg_filtered_triceps_right=filterlow_t1.step(emg_abs_triceps_right); //low pass filter to envelope the signal 00121 00122 //biceps left arm read+filtering 00123 double emg_biceps_left=emg_biceps_left_in.read(); //read the emg value from the elektrodes 00124 double emg_filtered_high_biceps_left= filterhigh_b2.step(emg_biceps_left); //high pass filter, to remove offset 00125 double emg_filtered_high_notch_1_biceps_left=filternotch1_b2.step(emg_filtered_high_biceps_left); //notch filter, to remove noise 00126 double emg_abs_biceps_left=fabs(emg_filtered_high_notch_1_biceps_left); //rectify the signal, fabs because float 00127 double emg_filtered_biceps_left=filterlow_b2.step(emg_abs_biceps_left); //low pass filter to envelope the signal 00128 00129 //creating of on/off signal with the created on/off signals, with if statement for right arm! 00130 //signal substraction of filter biceps and triceps. right Biceps + left biceps - 00131 double signal_biceps_sum=emg_filtered_biceps_right-emg_filtered_biceps_left; 00132 double bicepstriceps_rightarm=emg_filtered_biceps_right-emg_filtered_triceps_right; 00133 00134 //creating of on/off signal with the created on/off signals, with if statement for right arm! 00135 if (signal_biceps_sum>treshold_biceps_right) 00136 {onoffsignal_biceps=1;} 00137 00138 else if (signal_biceps_sum<treshold_biceps_left) 00139 { onoffsignal_biceps=-1; } 00140 00141 else 00142 {onoffsignal_biceps=0;} 00143 00144 //creating on/off signal for switch (left arm) 00145 00146 if (bicepstriceps_rightarm<treshold_triceps) 00147 { switch_signal_triceps=1; } 00148 00149 else 00150 { switch_signal_triceps=0; } 00151 00152 //send signals to scope to monitor the EMG signals 00153 scope.set(0, emg_filtered_biceps_right); //set emg signal of right biceps to scope in channel 0 00154 scope.set(1, emg_filtered_triceps_right); // set emg signal of right triceps to scope in channel 1 00155 scope.set(2, emg_filtered_biceps_left); // set emg signal of left biceps to scope in channel 2 00156 scope.set(3, onoffsignal_biceps); // set on/off signal for the motors to scope in channel 3 00157 scope.set(4, switch_signal_triceps); // set the switch signal to scope in channel 4 00158 00159 scope.send(); //send all the signals to the scope 00160 } 00161 //====================================================================== 00162 //program 00163 //====================================================================== 00164 int main() 00165 { 00166 00167 pc.baud(115200); //connect with pc with baudrate 115200 00168 green=1; //led is off (1), at beginning 00169 red=0; //led is on (0), at beginning 00170 00171 //attach tickers to functions 00172 sample_timer.attach(&filter, 0.001); //continously execute the EMG reader and filter, it ensures that filter and sampling is executed every 1/frequency seconds 00173 ticker_switch.attach(&switch_function,1.0); 00174 00175 //Show the user what the starting motor will be and what will happen 00176 pc.printf("We will start the demonstration\r\n"); 00177 pc.printf("\r\n\r\n\r\n"); 00178 00179 00180 if (switch_signal%2==0) 00181 {pc.printf("If you contract the biceps, the robot will go right \r\n"); 00182 pc.printf("If you contract the triceps, the robot will go left \r\n"); 00183 pc.printf("\r\n"); 00184 } 00185 00186 00187 else 00188 {pc.printf("If you contract the biceps, the robot will go up \r\n"); 00189 pc.printf("If you contract the triceps, the robot will go down \r\n"); 00190 pc.printf("\r\n"); 00191 } 00192 00193 //============================================================================================== 00194 //endless loop 00195 00196 00197 while (true) { // neverending loop 00198 00199 if (onoffsignal_biceps==-1) //left biceps contracted 00200 { 00201 if (switch_signal%2==0) //switch even 00202 { 00203 richting_motor1 = ccw; //motor 1, left 00204 pwm_motor1 = speedmotor1; //speed of motor 1 00205 00206 } 00207 00208 else //switch odd 00209 { 00210 richting_motor2 = ccw; //motor 2, up 00211 pwm_motor2 = speedmotor2;//speed of motor 2 00212 00213 } 00214 00215 } 00216 else if (onoffsignal_biceps==1) //right biceps contracted 00217 { 00218 if (switch_signal%2==0) //switch signal even 00219 { 00220 richting_motor1 = cw; //motor 1, right 00221 pwm_motor1 = speedmotor1; //speed motor 1 00222 00223 } 00224 else //switch signal odd 00225 { 00226 richting_motor2 = cw; //motor 2. down 00227 pwm_motor2 = speedmotor2; //speed motor 2 00228 00229 } 00230 } 00231 else{ 00232 //no contraction of biceps 00233 pwm_motor2=0; 00234 pwm_motor1=0; 00235 } 00236 00237 }//while true closed 00238 00239 } //int main closed 00240 00241 //=============================================================================================1
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