DocumentCode :
3380364
Title :
Constitution and phase analysis of alpha waves
Author :
Ishikawa, Yozo ; Takata, Masami ; Joe, Kazuki
Author_Institution :
Dept. of Adv. Inf. & Comput. Sci., Nara Women´s Univ., Nara, Japan
fYear :
2012
fDate :
5-7 Dec. 2012
Firstpage :
1
Lastpage :
5
Abstract :
Alpha waves are electroencephalogram discovered by Hans Berger in 1929 and have been studied by many researchers. Recently the amplitude and the phase of alpha waves attract attention, and various studies are reported. So far the alpha waves are not concretely modeled to explain how they are constituted. In this paper, we analyze the phase of alpha waves for their future modeling. As pre-processing, we extract alpha wave data from EEGs and divide the data into alpha wave constituent waves. Analyzing the feature quantity of the alpha wave constituent waves, it turns out that the amplitude and the wavelength of alpha wave constituent waves are correlated with a constant time delay.
Keywords :
electroencephalography; medical signal processing; EEG; alpha wave constituent waves; alpha wave data extraction; electroencephalogram; phase analysis; Approximation algorithms; Correlation; Correlation coefficient; Data mining; Electroencephalography; Fourier transforms; Noise; Alpha waves; Clustering; Fourier descriptor; ICA; Phase analysis; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering International Conference (BMEiCON), 2012
Conference_Location :
Ubon Ratchathani
Print_ISBN :
978-1-4673-4890-4
Type :
conf
DOI :
10.1109/BMEiCon.2012.6465482
Filename :
6465482
Link To Document :
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