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Robust muscle force prediction using NMFSEMD denoising and FOS identification
In this paper, an aliasing noise restraint technique and a system identification-based surface electromyography (sEMG)-force prediction model are proposed to realize a type of robust sEMG and muscle force prediction. For signal denoising, a novel non-negative matrix factorization screening empirical...
Autores principales: | Wang, Yuan, Li, Fan, Liu, Haoting, Zhang, Zhiqiang, Wang, Duming, Chen, Shanguang, Wang, Chunhui, Lan, Jinhui |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348655/ https://www.ncbi.nlm.nih.gov/pubmed/35921380 http://dx.doi.org/10.1371/journal.pone.0272118 |
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