Removal of EMG Artifacts from Multichannel EEG Signals Using Combined Singular Spectrum Analysis and Canonical Correlation Analysis

Electroencephalography (EEG) signals collected from human scalps are often polluted by diverse artifacts, for instance electromyogram (EMG), electrooculogram (EOG), and electrocardiogram (ECG) artifacts. Muscle artifacts are particularly difficult to eliminate among all kinds of artifacts due to the...

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Bibliografiske detaljer
Udgivet i:J Healthc Eng
Main Authors: Liu, Qingze, Liu, Aiping, Zhang, Xu, Chen, Xiang, Qian, Ruobing, Chen, Xun
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2019
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6955116/
https://ncbi.nlm.nih.gov/pubmed/31976053
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/4159676
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