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Continuous joint velocity estimation using CNN-based deep learning for multi-DoF prosthetic wrist for activities of daily living

INTRODUCTION: Myoelectric control of prostheses is a long-established technique, using surface electromyography (sEMG) to detect user intention and perform subsequent mechanical actions. Most machine learning models utilized in control systems are trained using isolated movements that do not reflect...

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Detalles Bibliográficos
Autores principales: Meng, Zixia, Kang, Jiyeon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10512946/
https://www.ncbi.nlm.nih.gov/pubmed/37744085
http://dx.doi.org/10.3389/fnbot.2023.1185052