A New Method for EEG Compressive Sensing

A New Method for EEG Compressive Sensing

The paper investigates the possibility of using compressive sensing techniques for the acquisition and reconstruction of EEG signals containing the evoked potential P300. A method of EEG compressive sensing based on the physiological correlation of EEG channels is proposed. The reconstruction of 5...

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Bibliographic Details
Main Authors: FIRA, M., GORAS, L.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2012-11-01
Series:Advances in Electrical and Computer Engineering
Subjects:
compressed sensing
biomedical signal processing
electrocardiography
pursuit algorithms
signal processing algorithms
Online Access:http://dx.doi.org/10.4316/AECE.2012.04011
Description
Summary:The paper investigates the possibility of using compressive sensing techniques for the acquisition and reconstruction of EEG signals containing the evoked potential P300. A method of EEG compressive sensing based on the physiological correlation of EEG channels is proposed. The reconstruction of 55 EEG channels signals acquired by compressive sensing uses a dictionary consisting of EEG signals from other nine channels with normal acquisition.
ISSN:1582-7445
1844-7600

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