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sEMG-angle estimation using feature engineering techniques for least square support vector machine

In the practical implementation of control of electromyography (sEMG) driven devices, algorithms should recognize the human’s motion from sEMG with fast speed and high accuracy. This study proposes two feature engineering (FE) techniques, namely, feature-vector resampling and time-lag techniques, to...

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Detalhes bibliográficos
Publicado no:Technol Health Care
Main Authors: Gao, Yongsheng, Luo, Yang, Zhao, Jie, Li, Qiang
Formato: Artigo
Idioma:Inglês
Publicado em: IOS Press 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6598017/
https://ncbi.nlm.nih.gov/pubmed/31045525
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3233/THC-199005
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