Causes of Performance Degradation in Non-invasive Electromyographic Pattern Recognition in Upper Limb Prostheses

Surface Electromyography (EMG)-based pattern recognition methods have been investigated over the past years as a means of controlling upper limb prostheses. Despite the very good reported performance of myoelectric controlled prosthetic hands in lab conditions, real-time performance in everyday life...

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Main Authors: Iris Kyranou, Sethu Vijayakumar, Mustafa Suphi Erden
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018-09-01
Colecção:Frontiers in Neurorobotics
Assuntos:
upper limb prostheses applications
electromyography
EMG drifts
EMG concept drift
EMG variability with time
EMG variability between users
Acesso em linha:https://www.frontiersin.org/article/10.3389/fnbot.2018.00058/full
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