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2010 IEEE International Conference on Nano/Molecular Medicine and Engineering最新文献

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Investigation of Bispectral Index filtering and improvement using wavelet transform adaptive filter 双谱指数滤波的研究及小波变换自适应滤波的改进
Pub Date : 2010-11-24 DOI: 10.1109/NANOMED.2010.5749796
Mario E. Palendeng, P. Wen, S. Goh
Electroencephalogram (EEG) signals are often contaminated with artifacts such as electromyography (EMG), eye blink and eye ball movement. These contaminated EEG signals may give incorrect values of Bispectral Index. If fixed band-pass filter is used to filter the overlapping signals between the EEG and the artifacts, the useful information in EEG signal could be lost. This paper proposes a method to filter the EEG signals using wavelet adaptive techniques. The preliminary result shows that this technique is capable to remove the artifacts from the EEG signal efficiently.
脑电图(EEG)信号经常受到诸如肌电图(EMG)、眨眼和眼球运动等伪影的污染。这些被污染的脑电图信号可能给出不正确的双谱指数值。如果采用固定带通滤波器对脑电信号和伪信号之间的重叠信号进行滤波,可能会丢失脑电信号中的有用信息。提出了一种利用小波自适应技术对脑电信号进行滤波的方法。初步结果表明,该方法能够有效地去除脑电信号中的伪影。
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引用次数: 1
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2010 IEEE International Conference on Nano/Molecular Medicine and Engineering
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