Data statistics including subject mass (kilogram), height (centimeter), gen- der, and duration of the session (second) for the three different scenarios.

Data statistics including subject mass (kilogram), height (centimeter), gen- der, and duration of the session (second) for the three different scenarios.

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Despite the widespread integration of ambient light sensors (ALS) in smart devices commonly used for screen brightness adaptation, their application in human activity recognition (HAR), primarily through body-worn ALS, is largely unexplored. In this work, we developed ALS-HAR, a robust wearable light-based motion activity classifier. Although ALS-H...