Physical Exertion Recognition Using Surface Electromyography and Inertial Measurements for Occupational Ergonomics

Physical Exertion Recognition Using Surface Electromyography and Inertial Measurements for Occupational Ergonomics

By observing the actions taken by operators, it is possible to determine the risk level of a work task. One method for achieving this is the recognition of human activity using biosignals and inertial measurements provided to a machine learning algorithm performing such recognition. The aim of this...

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Bibliographic Details
Main Authors: Elsa Concha-Pérez, Hugo G. Gonzalez-Hernandez, Jorge A. Reyes-Avendaño
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
activity recognition
surface electromyography
physical exertions
support vector machine
Online Access:https://www.mdpi.com/1424-8220/23/22/9100

Internet

https://www.mdpi.com/1424-8220/23/22/9100

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