repurposed void update_encoder copy
Dependencies: HIDScope MODSERIAL QEI biquadFilter mbed
Fork of EMG_controlled_Inv_Kin_PID_Control by
main.cpp
00001 #include "stdio.h" 00002 #include "math.h" 00003 #include "mbed.h" 00004 #include "QEI.h" 00005 #include "MODSERIAL.h" 00006 #include "BiQuad.h" 00007 #include "HIDScope.h" 00008 00009 MODSERIAL pc(USBTX, USBRX); 00010 QEI wheel_M1 (D13, D12, NC, 32); 00011 QEI wheel_M2 (D10, D11, NC, 32); 00012 PwmOut pwm_M1 (D6); 00013 PwmOut pwm_M2 (D5); 00014 DigitalOut dir_M1 (D7); 00015 DigitalOut dir_M2 (D4); 00016 00017 Ticker emgticker; 00018 AnalogIn emgB(A0); 00019 AnalogIn emgT(A1); 00020 AnalogIn emgS(A2); 00021 HIDScope scope(4); 00022 00023 DigitalOut ledg (LED_GREEN); 00024 DigitalOut ledr (LED_RED); 00025 DigitalOut ledb (LED_BLUE); 00026 InterruptIn knop_biceps(SW2); 00027 InterruptIn knop_triceps(SW3); 00028 InterruptIn knop_switch(D9); 00029 InterruptIn knop_calibrate(PTC12); 00030 BiQuadChain filter1b; 00031 BiQuadChain filter2b; 00032 BiQuadChain filter1t; 00033 BiQuadChain filter2t; 00034 BiQuadChain filter1s; 00035 BiQuadChain filter2s; 00036 00037 BiQuad bq1b(8.5977e-01, -1.7195e+00, 8.5977e-01, -1.7347e+00, 7.6601e-01); // Notch + HP 00038 BiQuad bq2b(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.5933e+00, 9.8217e-01); // Notch + HP 00039 BiQuad bq3b(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.6143e+00 , 9.8260e-01); // Notch + HP 00040 BiQuad bq4b(3.4604e-04, 6.9208e-04, 3.4604e-04, -1.9467e+00, 9.4808e-01); // LP 00041 00042 BiQuad bq1t(8.5977e-01, -1.7195e+00, 8.5977e-01, -1.7347e+00, 7.6601e-01); // Notch + HP 00043 BiQuad bq2t(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.5933e+00, 9.8217e-01); // Notch + HP 00044 BiQuad bq3t(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.6143e+00 , 9.8260e-01); // Notch + HP 00045 BiQuad bq4t(3.4604e-04, 6.9208e-04, 3.4604e-04, -1.9467e+00, 9.4808e-01); // LP 00046 00047 BiQuad bq1s(8.5977e-01, -1.7195e+00, 8.5977e-01, -1.7347e+00, 7.6601e-01); // Notch + HP 00048 BiQuad bq2s(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.5933e+00, 9.8217e-01); // Notch + HP 00049 BiQuad bq3s(1.0000e+00, -1.6182e+00, 1.0000e+00, -1.6143e+00 , 9.8260e-01); // Notch + HP 00050 BiQuad bq4s(3.4604e-04, 6.9208e-04, 3.4604e-04, -1.9467e+00, 9.4808e-01); // LP 00051 00052 volatile double bEMG_max = 0; 00053 volatile double tEMG_max = 0; 00054 volatile double sEMG_max = 0; 00055 const double percentage_threshold_biceps = 0.09/0.171536; // 0.171536 is max aanspanning 00056 const double percentage_threshold_triceps = 0.07/0.203654; // 0.203654 is max aanspanning 00057 const double percentage_threshold_switch = 0.09/0.171536; // gekopieerd van andere biceps 00058 volatile double threshold_biceps = 0; 00059 volatile double threshold_triceps = 0; 00060 volatile double threshold_switch = 0; 00061 volatile bool calibrate_biceps = false; 00062 volatile bool calibrate_triceps = false; 00063 volatile bool calibrate_switch = false; 00064 volatile bool calibration_finished = false; 00065 00066 const double pi = 3.14159265359; 00067 00068 volatile double q1 = 0; 00069 volatile double q2 = 0; 00070 const double l1 = 0.3626; 00071 const double l2 = (0.420-0.065); // middelpunt swiffer 00072 volatile double q1_v; 00073 volatile double q2_v; 00074 volatile double q1_ref = 0; 00075 volatile double q2_ref = 0; 00076 volatile double q1_ref_prev = 0; 00077 volatile double q2_ref_prev = 0; 00078 volatile double q1_error = 0; 00079 volatile double q2_error = 0; 00080 volatile double q1_error_prev = 0; 00081 volatile double q2_error_prev = 0; 00082 volatile double q1DerivativeError = 0; 00083 volatile double q2DerivativeError = 0; 00084 volatile double q1IntError = 0; 00085 volatile double q2IntError = 0; 00086 volatile double q1_total_error= 0; 00087 volatile double q2_total_error= 0; 00088 double ctrlOutput_M1 = 0; 00089 double ctrlOutput_M2 = 0; 00090 volatile double vx; 00091 volatile double vy; 00092 volatile bool translatie_richting = true; //true is verticaal, false is horizontaal 00093 00094 const double TS = 0.02; 00095 const double MotorGain_M1 = 4.3; // bij pwm = 1 draait (losse) motor met 4.3 rad/s -> gemeten 00096 const double MotorGain_M2 = 4.7; // gemeten 00097 00098 Ticker update_encoder_ticker; 00099 volatile bool go_flag_update_encoder = false; 00100 void flag_update_encoder() 00101 { 00102 go_flag_update_encoder = true; 00103 } 00104 00105 void update_encoder() 00106 { 00107 pc.printf("vx = %f \tvy = %f \tq1_r = %f \tq2_r = %f \tq1 = %f \tq2 = %f \tpwm_M1 = %f \tpwm_M2 = %f\n\r",vx,vy,q1_ref,q2_ref,q1,q2,pwm_M1.read(),pwm_M2.read()); 00108 } 00109 00110 Ticker end_calibration_biceps_ticker; 00111 void end_calibration_biceps() 00112 { 00113 ledr = 1; 00114 calibrate_biceps = false; 00115 end_calibration_biceps_ticker.detach(); 00116 } 00117 00118 Ticker end_calibration_triceps_ticker; 00119 void end_calibration_triceps() 00120 { 00121 ledg = 1; 00122 calibrate_triceps = false; 00123 end_calibration_triceps_ticker.detach(); 00124 } 00125 00126 Ticker end_calibration_switch_ticker; 00127 void end_calibration_switch() 00128 { 00129 ledb = 1; 00130 calibrate_switch = false; 00131 end_calibration_switch_ticker.detach(); 00132 calibration_finished = true; 00133 } 00134 00135 volatile int n = 0; 00136 void start_calibration() 00137 { 00138 calibration_finished = false; 00139 n++; 00140 if (n == 1) { 00141 ledr = 0; 00142 bEMG_max = 0; 00143 calibrate_biceps = true; 00144 end_calibration_biceps_ticker.attach(&end_calibration_biceps, 10); 00145 } 00146 if (n == 2) { 00147 ledg = 0; 00148 tEMG_max = 0; 00149 calibrate_triceps = true; 00150 end_calibration_triceps_ticker.attach(&end_calibration_triceps, 10); 00151 } 00152 if (n == 3) { 00153 ledb = 0; 00154 sEMG_max = 0; 00155 calibrate_switch = true; 00156 end_calibration_switch_ticker.attach(&end_calibration_switch, 10); 00157 n = 0; 00158 } 00159 } 00160 00161 00162 Ticker PIDcontrol; 00163 volatile bool go_flag_controller = false; 00164 00165 void flag_controller() 00166 { 00167 go_flag_controller = true; 00168 } 00169 00170 volatile bool active_PID_ticker = false; 00171 00172 void begin_hoeken() 00173 { 00174 wait(1); 00175 q1_ref = wheel_M1.getPulses()/(1334.355/2); 00176 q2_ref = wheel_M2.getPulses()/(1334.355/2); 00177 active_PID_ticker = true; 00178 } 00179 00180 void initialize() 00181 { 00182 dir_M1 = 0; //ccw 00183 dir_M2 = 1; //cw 00184 while ( (q1 < 20*2*pi/360) || (q2 > -45*2*pi/360) ) { 00185 q1 = wheel_M1.getPulses()/(1334.355/2); 00186 q2 = wheel_M2.getPulses()/(1334.355/2); 00187 if (q1 < 20*2*pi/360) { 00188 pwm_M1 = 0.05; 00189 } else { 00190 pwm_M1 = 0; 00191 } 00192 if (q2 > -45*2*pi/360) { 00193 pwm_M2 = 0.06; 00194 } else { 00195 pwm_M2 = 0; 00196 } 00197 wait(0.005f); 00198 } 00199 pwm_M1 = 0; 00200 pwm_M2 = 0; 00201 begin_hoeken(); 00202 } 00203 00204 void biceps() 00205 { 00206 q1_ref_prev = 0; 00207 q2_ref_prev = 0; 00208 q1IntError = 0; 00209 q2IntError = 0; 00210 q1_error_prev = 0; 00211 q2_error_prev = 0; 00212 if (translatie_richting == true) { // verticaal / up 00213 vx = 0; 00214 vy = 0.1; 00215 } else { // horizontaal / right 00216 vx = 0.1; 00217 vy = 0; 00218 } 00219 } 00220 00221 void triceps() 00222 { 00223 q1_ref_prev = 0; 00224 q2_ref_prev = 0; 00225 q1IntError = 0; 00226 q2IntError = 0; 00227 q1_error_prev = 0; 00228 q2_error_prev = 0; 00229 if (translatie_richting == true) { // verticaal / down 00230 vx = 0; 00231 vy = -0.1; 00232 } else { // horizontaal / left 00233 vx = -0.1; 00234 vy = 0; 00235 } 00236 00237 } 00238 00239 void switcher() 00240 { 00241 if ( (vx == 0) && (vy == 0) && (translatie_richting == true) ) { 00242 translatie_richting = false; 00243 } else if ( (vx == 0) && (vy == 0) && (translatie_richting == false) ) { 00244 translatie_richting = true; 00245 } else { 00246 vx = 0; 00247 vy = 0; 00248 q1_ref = q1; 00249 q2_ref = q2; 00250 q1_error = 0; 00251 q2_error = 0; 00252 q1IntError = 0; 00253 q2IntError = 0; 00254 q1_error_prev = 0; 00255 q2_error_prev = 0; 00256 q1_total_error = 0; 00257 q2_total_error = 0; 00258 } 00259 00260 if (translatie_richting == 1) { 00261 ledr = 1; // blauw - verticaal 00262 ledg = 1; 00263 ledb = 0; 00264 } else { 00265 ledr = 0; // rood - horizontaal 00266 ledg = 1; 00267 ledb = 1; 00268 } 00269 } 00270 00271 Ticker switch_activate_ticker; 00272 volatile bool switch_active = true; 00273 void switch_activate() 00274 { 00275 switch_active = true; 00276 } 00277 00278 volatile bool go_flag_emgsample = false; 00279 void flag_emgsample() 00280 { 00281 go_flag_emgsample = true; 00282 } 00283 00284 void emgsample() 00285 { 00286 double bEMG_raw = emgB.read(); 00287 double bEMG_HPfilt = filter1b.step( bEMG_raw ); 00288 double bEMG_rect = abs(bEMG_HPfilt); 00289 double bEMG_filt = filter2b.step(bEMG_rect); 00290 00291 double tEMG_raw = emgT.read(); 00292 double tEMG_HPfilt = filter1t.step( tEMG_raw ); 00293 double tEMG_rect = abs(tEMG_HPfilt); 00294 double tEMG_filt = filter2t.step(tEMG_rect); 00295 00296 double sEMG_raw = emgS.read(); 00297 double sEMG_HPfilt = filter1s.step( sEMG_raw ); 00298 double sEMG_rect = abs(sEMG_HPfilt); 00299 double sEMG_filt = filter2s.step(sEMG_rect); 00300 00301 if ((bEMG_filt > bEMG_max) && (calibrate_biceps == true) ) { 00302 bEMG_max = bEMG_filt; 00303 threshold_biceps = bEMG_max*percentage_threshold_biceps; 00304 } 00305 00306 if ((tEMG_filt > tEMG_max) && (calibrate_triceps == true) ) { 00307 tEMG_max = tEMG_filt; 00308 threshold_triceps = tEMG_max*percentage_threshold_triceps; 00309 } 00310 00311 if ((sEMG_filt > sEMG_max) && (calibrate_switch == true) ) { 00312 sEMG_max = sEMG_filt; 00313 threshold_switch = sEMG_max*percentage_threshold_switch; 00314 } 00315 00316 scope.set(0, bEMG_filt); 00317 scope.set(1, tEMG_filt); 00318 scope.set(2, threshold_biceps); 00319 scope.set(3, threshold_triceps); 00320 scope.send(); 00321 00322 // motor aansturing, pas uitvoeren wanneer kalibratie klaar is 00323 if ( calibration_finished == true ) { 00324 if (sEMG_filt > threshold_switch) { 00325 if (switch_active == true) { 00326 switcher(); 00327 switch_active = false; 00328 switch_activate_ticker.attach(&switch_activate, 0.5f); 00329 } 00330 } else if (tEMG_filt > threshold_triceps) { 00331 triceps(); 00332 } else if (bEMG_filt > threshold_biceps) { 00333 biceps(); 00334 } 00335 } 00336 } 00337 00338 Ticker update_ref_ticker; 00339 volatile double J_1; 00340 volatile double J_2; 00341 volatile double J_3; 00342 volatile double J_4; 00343 volatile bool go_flag_update_ref = false; 00344 void flag_update_ref() 00345 { 00346 go_flag_update_ref = true; 00347 } 00348 00349 void update_ref() 00350 { 00351 q1 = wheel_M1.getPulses() / (1334.355/2); // rad 00352 q2 = wheel_M2.getPulses() / (1334.355/2); 00353 00354 J_1 = -(l2*sin(q1 + q2))/(l2*sin(q1 + q2)*(l2*cos(q1 + q2) + l1*cos(q1)) - l2*cos(q1 + q2)*(l2*sin(q1 + q2) + l1*sin(q1))); 00355 J_2 = (l2*cos(q1 + q2))/(l2*sin(q1 + q2)*(l2*cos(q1 + q2) + l1*cos(q1)) - l2*cos(q1 + q2)*(l2*sin(q1 + q2) + l1*sin(q1))); 00356 J_3 = (l2*sin(q1 + q2) + l1*sin(q1))/(l2*sin(q1 + q2)*(l2*cos(q1 + q2) + l1*cos(q1)) - l2*cos(q1 + q2)*(l2*sin(q1 + q2) + l1*sin(q1))); 00357 J_4 = -(l2*cos(q1 + q2) + l1*cos(q1))/(l2*sin(q1 + q2)*(l2*cos(q1 + q2) + l1*cos(q1)) - l2*cos(q1 + q2)*(l2*sin(q1 + q2) + l1*sin(q1))); 00358 00359 q1_v = J_1 * vx + J_2 * vy; 00360 q2_v = J_3 * vx + J_4 * vy; 00361 00362 if ( (q1 > (135*2*pi/360)) && (q1_v > 0 ) ) { // WAARDES VINDEN 0.8726 (50 graden) 00363 q1_v = 0; 00364 q2_v = 0; 00365 q1_ref = q1; 00366 q2_ref = q2; 00367 q1IntError = 0; 00368 q2IntError = 0; 00369 q1_error_prev = 0; 00370 q2_error_prev = 0; 00371 } else if ( (q1 < -(135*2*pi/360)) && (q1_v < 0) ) { 00372 q1_v = 0; 00373 q2_v = 0; 00374 q1_ref = q1; 00375 q2_ref = q2; 00376 q1IntError = 0; 00377 q2IntError = 0; 00378 q1_error_prev = 0; 00379 q2_error_prev = 0; 00380 } else if ( (q2 < (-2.6*2*pi/360)) && (q2_v < 0) ) { // WAARDES VINDEN -2.4434 (-140 graden) --> werkelijke max -2.672452 00381 q1_v = 0; 00382 q2_v = 0; 00383 q1_ref = q1; 00384 q2_ref = q2; 00385 q1IntError = 0; 00386 q2IntError = 0; 00387 q1_error_prev = 0; 00388 q2_error_prev = 0; 00389 } else if ( (q2 >= 0) && (q2_v > 0) ) { 00390 q1_v = 0; 00391 q2_v = 0; 00392 q1_ref = q1; 00393 q2_ref = q2; 00394 q1IntError = 0; 00395 q2IntError = 0; 00396 q1_error_prev = 0; 00397 q2_error_prev = 0; 00398 } 00399 00400 00401 q1_ref_prev = q1_ref; 00402 q2_ref_prev = q2_ref; 00403 00404 q1_ref = q1_ref_prev + q1_v*TS; 00405 q2_ref = q2_ref_prev + q2_v*TS; 00406 } 00407 00408 void PID(double q1,double q1_ref,double q2,double q2_ref,double TS,double &ctrlOutput_M1, double &ctrlOutput_M2) 00409 { 00410 // linear feedback control 00411 q1_error = q1_ref - q1; //referencePosition1 - Position1; // proportional angular error in radians 00412 q2_error = q2_ref - q2; //referencePosition1 - Position1; // proportional angular error in radians 00413 double Kp = 10; 00414 00415 q1IntError = q1IntError + q1_error*TS; // integrated error in radians 00416 q2IntError = q2IntError + q2_error*TS; // integrated error in radians 00417 double Ki = 1; 00418 00419 q1DerivativeError = (q1_error - q1_error_prev)/TS; // derivative of error in radians 00420 q2DerivativeError = (q2_error - q2_error_prev)/TS; // derivative of error in radians 00421 double Kd = 0; 00422 00423 q1_total_error = (q1_error * Kp) + (q1IntError * Ki) + (q1DerivativeError * Kd); //total controller output = motor input 00424 q2_total_error = (q2_error * Kp) + (q2IntError * Ki) + (q2DerivativeError * Kd); //total controller output = motor input 00425 00426 ctrlOutput_M1 = q1_total_error/MotorGain_M1; 00427 ctrlOutput_M2 = q2_total_error/MotorGain_M2; 00428 00429 q1_error_prev = q1_error; 00430 q2_error_prev = q2_error; 00431 } 00432 00433 void Controller() 00434 { 00435 PID(q1,q1_ref,q2,q2_ref,TS,ctrlOutput_M1,ctrlOutput_M2); 00436 00437 if (ctrlOutput_M1 < 0) { 00438 dir_M1 = 1; 00439 } else { 00440 dir_M1 = 0; 00441 } 00442 pwm_M1 = abs(ctrlOutput_M1); 00443 if (pwm_M1 <= 0) { 00444 pwm_M1 = 0; 00445 } else { 00446 pwm_M1 = pwm_M1 + 0.05; 00447 } 00448 00449 if (ctrlOutput_M2 < 0) { 00450 dir_M2 = 1; 00451 } else { 00452 dir_M2 = 0; 00453 } 00454 pwm_M2 = abs(ctrlOutput_M2); 00455 if (pwm_M2 <= 0) { 00456 pwm_M2 = 0; 00457 } else { 00458 pwm_M2 = pwm_M2 + 0.05; 00459 } 00460 } 00461 00462 int main() 00463 { 00464 ledr = 1; 00465 ledg = 1; 00466 ledb = 1; 00467 pc.baud(115200); 00468 wheel_M1.reset(); 00469 wheel_M2.reset(); 00470 filter1b.add(&bq1b).add(&bq2b).add(&bq3b); 00471 filter2b.add(&bq4b); 00472 filter1t.add(&bq1t).add(&bq2t).add(&bq3t); 00473 filter2t.add(&bq4t); 00474 filter1s.add(&bq1s).add(&bq2s).add(&bq3s); 00475 filter2s.add(&bq4s); 00476 knop_biceps.rise(&biceps); 00477 knop_triceps.rise(&triceps); 00478 knop_switch.rise(&switcher); 00479 knop_calibrate.rise(&start_calibration); 00480 00481 // initialize -> beginposities 00482 initialize(); 00483 00484 // flag functions/tickers 00485 emgticker.attach(&emgsample, 0.002f); // 500 Hz --> moet kloppen met frequentie gebruikt voor filter coefficienten 00486 update_encoder_ticker.attach(&flag_update_encoder, TS); 00487 update_ref_ticker.attach(&flag_update_ref, TS); 00488 00489 if (active_PID_ticker == true) { 00490 PIDcontrol.attach(&flag_controller, TS); 00491 } 00492 00493 while(1) { 00494 // sample EMG 00495 if (go_flag_emgsample == true) { 00496 go_flag_emgsample = false; 00497 emgsample(); 00498 } 00499 // print variables v, q, qref, pwm 00500 if (go_flag_update_encoder == true) { 00501 go_flag_update_encoder = false; 00502 update_encoder(); 00503 } 00504 // update joint positions/velocities 00505 if (go_flag_update_ref == true) { 00506 go_flag_update_ref = false; 00507 update_ref(); 00508 } 00509 // controller M1+M2 00510 if (go_flag_controller == true) { 00511 go_flag_controller = false; 00512 Controller(); 00513 } 00514 } 00515 }
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