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Multi-user motion recognition using sEMG via discriminative canonical correlation analysis and adaptive dimensionality reduction

The inability of new users to adapt quickly to the surface electromyography (sEMG) interface has greatly hindered the development of sEMG in the field of rehabilitation. This is due mainly to the large differences in sEMG signals produced by muscles when different people perform the same motion. To...

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Detalles Bibliográficos
Autores principales: Wang, Jinqiang, Cao, Dianguo, Li, Yang, Wang, Jiashuai, Wu, Yuqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9650084/
https://www.ncbi.nlm.nih.gov/pubmed/36386392
http://dx.doi.org/10.3389/fnbot.2022.997134