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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Bibliographische Detailangaben
Veröffentlicht in:J Healthc Eng
Hauptverfasser: Liu, Qingze, Liu, Aiping, Zhang, Xu, Chen, Xiang, Qian, Ruobing, Chen, Xun
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi 2019
Schlagworte:
Research Article
Online Zugang: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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