Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks

Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks

Inadequate postures adopted by an operator at work are among the most important risk factors in Work-related Musculoskeletal Disorders (WMSDs). Although several studies have focused on inadequate posture, there is limited information on its identification in a work context. The aim of this study is...

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Bibliographic Details
Main Authors: Eya Barkallah, Johan Freulard, Martin J. -D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Sensors
Subjects:
posture
center of pressure
instrumented insole
IMU
supervised classification
feature selection
neural networks
Online Access:https://www.mdpi.com/1424-8220/17/9/2003

Internet

https://www.mdpi.com/1424-8220/17/9/2003

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