Simultaneous sEMG Classification of Hand/Wrist Gestures and Forces

Simultaneous sEMG Classification of Hand/Wrist Gestures and Forces

Surface electromyography (sEMG) signals represent a promising approach for decoding the motor intention of amputees to control a multifunctional prosthetic hand in a non-invasive way. Several approaches based on proportional amplitude methods or simple thresholds on sEMG signals have been proposed t...

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Bibliographic Details
Main Authors: Francesca Leone, Cosimo Gentile, Anna Lisa Ciancio, Emanuele Gruppioni, Angelo Davalli, Rinaldo Sacchetti, Eugenio Guglielmelli, Loredana Zollo
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-06-01
Series:Frontiers in Neurorobotics
Subjects:
pattern recognition
surface electromyography
hand gestures recognition
prostheses
gestures classifier
force classifiers
Online Access:https://www.frontiersin.org/article/10.3389/fnbot.2019.00042/full

Internet

https://www.frontiersin.org/article/10.3389/fnbot.2019.00042/full

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