Eye State Identification Based on Discrete Wavelet Transforms

We present a prototype to identify eye states from electroencephalography signals captured from one or two channels. The hardware is based on the integration of low-cost components, while the signal processing algorithms combine discrete wavelet transform and linear discriminant analysis. We conside...

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Bibliographic Details
Main Authors: Francisco Laport, Paula M. Castro, Adriana Dapena, Francisco J. Vazquez-Araujo, Oscar Fresnedo
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
DWT
EEG
LDA
Online Access:https://www.mdpi.com/2076-3417/11/11/5051