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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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Principais autores: Sujiao Li, Wanjing Sun, Wei Li, Hongliu Yu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-04-01
Serier:Applied Sciences
Fag:
transhumeral amputee
deep learning
domain adaptation
surface electromyography (sEMG)
arm position
Online adgang:https://www.mdpi.com/2076-3417/14/8/3417
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