Development and Validation of Open-Source Activity Intensity Count and Activity Intensity Classification Algorithms from Raw Acceleration Signals of Wearable Sensors.

Isabelle PoitrasJade ClouâtreLaurent J Bouyer Francois Routhier Catherine Mercier Alexandre Campeau-Lecours

Published in: Sensors (Basel, Switzerland) (2020)

The combination of the FB algorithm with the DM results is a solution close to that of ActiLife. However, the MB version remains valid while being more adaptable, and the CM is more precise. This paper proposes an open-source alternative for rehabilitation that is compatible with several wearable devices and not dependent on manufacturer commercial decisions.

Keyphrases

machine learning
deep learning
high intensity
heart rate
blood pressure
skeletal muscle
low cost
weight loss