Smart Insoles for Detecting Fatigue and Injury through Weight Distribution and Gait Analysis

Abstract

This project explores whether pressure sensor data from the heel-to-toe transition can be used to classify fatigue. Six participants wore LAAF smart insoles, and walking data was collected before and after a fatiguing exercise. Machine learning models were trained on extracted features to distinguish between fatigued and non-fatigued walking.

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