mix code vision 3. Using the previous algorithm to detect peaks as Nikoleta and Shiyao. Adding overlapping windows
Dependencies: mpu9250_i2c biquadFilter peakdetection Eigen
Diff: main.cpp
- Revision:
- 6:7982fe5f1806
- Parent:
- 5:c37def827168
diff -r c37def827168 -r 7982fe5f1806 main.cpp --- a/main.cpp Mon Nov 25 23:44:37 2019 +0000 +++ b/main.cpp Tue Nov 26 14:28:36 2019 +0000 @@ -31,8 +31,7 @@ BiQuad mybq(0.3403575989782886,0.6807151979565772,0.3403575989782886, -1.511491371967327e-16,0.36143039591315457); BiQuadChain bqc; - -#define SLEEP_TIME 10 // (msec) +#define SLEEP_TIME 80 // (msec) // main() runs in its own thread in the OS @@ -54,6 +53,7 @@ MatrixXd acc_raw(3,0); Vector3d acc_new; + Vector3d acc_previous; MatrixXd C; MatrixXd vec, val; int dim = 1; //dimension of PCA @@ -64,7 +64,7 @@ bqc.add(&mybq); //vector<float> res_list; - + acc_new << 0,0,0; while (true) { //Blink LED and wait 1 seconds @@ -81,7 +81,11 @@ //append new data to matrix acc_raw //adding the columns + acc_previous = acc_new; acc_new << AccRead[0],AccRead[1],AccRead[2]; + //cout << "acc_previous:"<<acc_previous<<"\n\r"; + //printf("\n\r"); + acc_raw.conservativeResize(acc_raw.rows(), acc_raw.cols()+1); acc_raw.col(acc_raw.cols()-1) = acc_new; @@ -90,7 +94,9 @@ { if(number > 2) { - //cout << acc_raw << endl; + //cout << "acc_raw"<< acc_raw << "\n\r"; + //printf("\n\r"); + //run PCA MatrixXd X1=pca.featurnormail(acc_raw); pca.ComComputeCov(X1, C); @@ -108,7 +114,7 @@ { res_smooth = bqc.step(res(i)); res_list.push_back(res_smooth); - //printf("result after filter in for loop %d: %f\n\r",i,res_smooth); + //printf("result%d: %f\n\r",i,res_smooth); //std::cout << "\t" << bqc.step( ) << std::endl; } int len = res_list.size(); @@ -120,6 +126,13 @@ //clear the matrix to contain new data acc_raw.conservativeResize(3, 0); + + //overlap windows + acc_raw.conservativeResize(acc_raw.rows(), acc_raw.cols()+1); + acc_raw.col(acc_raw.cols()-1) = acc_previous; + + acc_raw.conservativeResize(acc_raw.rows(), acc_raw.cols()+1); + acc_raw.col(acc_raw.cols()-1) = acc_new; } } number = number +1;