Gait Detection for Slow Walking Population

This project is targeting at Parkinson's Disease population. They walk at a slow speed. But current sensors may not take the walk speed into consideration. Thus, we conducted an experimental study to identify which sensor should be used for the slow walking population. My role in this project was developing the algorithm based on PAA and SAX for all the sensors we tested in the study.

The results were published in Gait & Posture:

Feng, Y., Wong, C. K., Janeja, V., Kuber, R., & Mentis, H. M. (2017). Comparison of tri-axial accelerometers step-count accuracy in slow walking conditions. Gait & posture, 53, 11-16.