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