A Machine Learning Approach to Perform Physical Activity Classification Using a Sensorized Crutch Tip

A Machine Learning Approach to Perform Physical Activity Classification Using a Sensorized Crutch Tip

In recent years, interest in monitoring Physical Activity (PA) has increased due to its positive effect on health. New technological devices have been proposed for this purpose, mainly focused on sports, which include Machine Learning algorithms to identify the type of PA being performed. However, P...

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Bibliographic Details
Main Authors: Asier Brull Mesanza, Sergio Lucas, Asier Zubizarreta, Itziar Cabanes, Eva Portillo, Ana Rodriguez-Larrad
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Instrumented crutch
rehabilitation
machine learning
physical activity classification
random forest
artificial neural network
Online Access:https://ieeexplore.ieee.org/document/9269370/

Internet

https://ieeexplore.ieee.org/document/9269370/

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