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BLIND SIGNAL SEPARATION OF MULTI-CHANNEL EEG
多通道脑电信号的盲分离

Keywords: Electroencephalograph (EEG),Wavelet transform,Principal component analysis(PCA),Independent component analysis (ICA),Blind signal se paration (BSS)
脑电
,小波变换,主成分分析,独立成分分析,盲信号分离

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Abstract:

A new method of blind signal separation(BSS) for multi-channel EEG is propo sed, which combines the Wavelet Transform with the independent component analys is (ICA). By using the noise filtering function of wavelet transform, some high-frequency noises were removed from the original EEG, and the original EEG was reconstructed again for the input of ICA. So the defect that ICA is impossible t o distinguish noises from source signals can be overcomed effectively. The expe rimental results show that this method is an effective way to BSS of multi-chan nel EEG.

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