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Limb Position Tolerant Pattern Recognition for Myoelectric Prosthesis Control with Adaptive Sparse Representations from Extreme Learning

Myoelectric signals can be used to predict the intended movements of an amputee for prosthesis control. However, untrained effects like limb position changes influence myoelectric signal characteristics, hindering the ability of pattern recognition algorithms to discriminate among motion classes. De...

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Detalhes bibliográficos
Publicado no:IEEE Trans Biomed Eng
Main Authors: Betthauser, Joseph L., Hunt, Christopher L., Osborn, Luke E., Masters, Matthew R., Lévay, György, Kaliki, Rahul R., Thakor, Nitish V.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5926206/
https://ncbi.nlm.nih.gov/pubmed/28650804
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2017.2719400
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