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Evaluation of feature projection techniques in object grasp classification using electromyogram signals from different limb positions

A myoelectric prosthesis is manipulated using electromyogram (EMG) signals from the existing muscles for performing the activities of daily living. A feature vector that is formed by concatenating data from many EMG channels may result in a high dimensional space, which may cause prolonged computati...

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Detalles Bibliográficos
Autores principales: Thiamchoo, Nantarika, Phukpattaranont, Pornchai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9138131/
https://www.ncbi.nlm.nih.gov/pubmed/35634122
http://dx.doi.org/10.7717/peerj-cs.949