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Surface EMG Decomposition Based on K-means Clustering and Convolution Kernel Compensation

A new approach has been developed by combining the K-mean clustering (KMC) method and a modified convolution kernel compensation (CKC) method for multi-channel surface electromyogram (EMG) decomposition. The KMC method was first utilized to cluster vectors of observations at different time instants...

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Detalhes bibliográficos
Publicado no:IEEE J Biomed Health Inform
Main Authors: Ning, Yong, Zhu, Xiangjun, Zhu, Shanan, Zhang, Yingchun
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4631265/
https://ncbi.nlm.nih.gov/pubmed/25486655
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2014.2328497
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