SSA with CWT and <i>k</i>-Means for Eye-Blink Artifact Removal from Single-Channel EEG Signals

Recently, the use of portable electroencephalogram (EEG) devices to record brain signals in both health care monitoring and in other applications, such as fatigue detection in drivers, has been increased due to its low cost and ease of use. However, the measured EEG signals always mix with the elect...

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Bibliografiske detaljer

Principais autores:	Ajay Kumar Maddirala, Kalyana C. Veluvolu
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2022-01-01
Serier:	Sensors
Fag:	electroencephalogram (EEG) electrooculogram (EOG) singular spectrum analysis (SSA) continuous wavelet transform (CWT) <i>k</i>-means clustering
Online adgang:	https://www.mdpi.com/1424-8220/22/3/931
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