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An artificial EMG generation model based on signal-dependent noise and related application to motion classification

This paper proposes an artificial electromyogram (EMG) signal generation model based on signal-dependent noise, which has been ignored in existing methods, by introducing the stochastic construction of the EMG signals. In the proposed model, an EMG signal variance value is first generated from a pro...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Furui, Akira, Hayashi, Hideaki, Nakamura, Go, Chin, Takaaki, Tsuji, Toshio
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5481033/
https://ncbi.nlm.nih.gov/pubmed/28640883
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0180112
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