Title :
The Research of EEG Analysis Methods Based on Sounds of Different Frequency
Author :
Sun, Yuge ; Ye, Ning ; Wang, Xu ; Xu, Xinhe
Author_Institution :
Northeastern Univ., Shenyang
Abstract :
In this study, we carry out a research of EEG analysis base on sounds of different frequency. Experiment schemes are designed to obtain the EEG data. Wavelet transform decomposes the EEGs into signals of different frequency. Modulus maximum is applied to detect the extrude spots and power spectrum is used to show the power distribution of EEG with frequency. Through studying, analyzing and comparing EEG data based on different frequency sounds, the characters of brain are drawn, the relationship between sound and brain is analyzed using research results. The results of the experiments are valuable to actual life, such as navigation for the blind based on different frequency sounds.
Keywords :
bioacoustics; electroencephalography; handicapped aids; medical signal detection; medical signal processing; spectral analysis; wavelet transforms; EEG analysis methods; EEG decomposition; EEG power distribution; blind person navigation; extrude spots detection; frequency sounds; power spectrum detection; wavelet transform; Analysis of variance; Brain; Electroencephalography; Frequency; Information analysis; Navigation; Psychology; Sun; Time domain analysis; Wavelet transforms;
Conference_Titel :
Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1077-4
Electronic_ISBN :
978-1-4244-1078-1
DOI :
10.1109/ICCME.2007.4382047