EMG and Joint Angle-Based Machine Learning to Predict Future Joint Angles at the Knee

Electromyography (EMG) is commonly used to measure electrical activity of the skeletal muscles. As exoskeleton technology advances, these signals may be used to predict human intent for control purposes. This study used an artificial neural network trained and tested with knee flexion angles and kne...

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Bibliographic Details
Main Authors: Jordan Coker, Howard Chen, Mark C. Schall, Sean Gallagher, Michael Zabala
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
EMG
Online Access:https://www.mdpi.com/1424-8220/21/11/3622