Hammerstein–Wiener Multimodel Approach for Fast and Efficient Muscle Force Estimation from EMG Signals

Hammerstein–Wiener Multimodel Approach for Fast and Efficient Muscle Force Estimation from EMG Signals

This paper develops a novel approach to characterise muscle force from electromyography (EMG) signals, which are the electric activities generated by muscles. Based on the nonlinear Hammerstein–Wiener model, the first part of this study outlines the estimation of different sub-models to mimic divers...

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Bibliographic Details
Main Authors: Ines Chihi, Lilia Sidhom, Ernest Nlandu Kamavuako
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Biosensors
Subjects:
electromyography (EMG) signals
Hammerstein–Wiener model
multimodel
artificial neural network
muscle force
Online Access:https://www.mdpi.com/2079-6374/12/2/117

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