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User-Independent EMG Gesture Recognition Method Based on Adaptive Learning

In a gesture recognition system based on surface electromyogram (sEMG) signals, the recognition model established by existing users cannot directly generalize to the across-user scenarios due to the individual variability of sEMG signals. In this article, we propose an adaptive learning method to ha...

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Detalles Bibliográficos
Autores principales: Zheng, Nan, Li, Yurong, Zhang, Wenxuan, Du, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9008251/
https://www.ncbi.nlm.nih.gov/pubmed/35431778
http://dx.doi.org/10.3389/fnins.2022.847180