gait_phase_detection_2

Detected 7 sub phases of a gait cycle by k-means clustering.

1. Used tri-axial accelerometer data from IMU in the .xlsx format

2. Pre processed data where I used X-axis of the knee data and both X,Y axis of the ankle data and their first order derivatives by three point estimation.

3. set k=7.

4. labelled clusters are saved in cluster_result1.csv

Reference - https://goo.gl/nD9rnP