Table 3.
Features computed on both the accelerometer and gyroscope data to train the symptom detection classifier
Feature | Feature dimension |
---|---|
Range (X,Y,Z) | 3 |
Skew (X,Y,Z) | 3 |
Kurtosis (X,Y,Z) | 3 |
Cross-correlation peak (XY,XZ,YZ) | 3 |
Cross-correlation lag (XY,XZ,YZ) | 3 |
Dominant frequency (acceleration magnitude) | 1 |
Relative magnitude | 1 |
Moments of power spectral density (acceleration magnitude) | 4 |
Moments of Jerk magnitude | 4 |
Sample entropy (X,Y,Z) | 3 |