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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Furui, Akira, Hayashi, Hideaki, Nakamura, Go, Chin, Takaaki, Tsuji, Toshio
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2017
Pynciau:
Research Article
Mynediad Ar-lein: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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