Enhancing Robustness of Surface Electromyography Pattern Recognition at Different Arm Positions for Transhumeral Amputees Using Deep Adversarial Inception Domain Adaptation

Pattern recognition in myoelectric control that relies on the myoelectric activity associated with arm motions is an effective control method applied to myoelectric prostheses. Individuals with transhumeral amputation face significant challenges in effectively controlling their prosthetics, as muscl...

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Auteurs principaux:	Sujiao Li, Wanjing Sun, Wei Li, Hongliu Yu
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2024-04-01
Collection:	Applied Sciences
Sujets:	transhumeral amputee deep learning domain adaptation surface electromyography (sEMG) arm position
Accès en ligne:	https://www.mdpi.com/2076-3417/14/8/3417
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