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基于小波包的胃电信号消噪处理的研究

Noise elimination of EGG based on wavelet packet

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【作者】 裘国华申屠南瑛夏哲雷金宁刘大健

【Author】 QIU Guo-hua, SHENTU Nan-ying, XIA Zhe-lei, JIN Ning, LIU Da-jian (College of Information Engineering, China Jiliang University, Hangzhou 310018, China)

【机构】 中国计量学院信息工程学院中国计量学院信息工程学院 浙江杭州310018浙江杭州310018浙江杭州310018

【摘要】 对胃电信号进行了快速傅立叶分析、功率谱分析,并重点进行了小波包分析,利用小波包变换所具有的优良时频分析特征和多尺度传播特性,消除胃电信号的噪声,从而提高了胃电信号的信噪比,为胃电信号的深入研究提供了良好的基础.

【Abstract】 The cuties-recorded EGG is a very faint bioelectricity signal which has been added various noises during its hard acquisition. So noise elimination for EGG is definitely required. To eliminate EGG noise, the FFT and power-frequency analysis is given, while the wavelet packet analysis is applied most successfully. By making full use of the outstanding performance in time-frequency analysis and multi-measurement scanning power, EGG noise has been well removed and its SNR of EGG improved greatly.

【关键词】 胃电图快速傅立叶变换小波包分析
【Key words】 EGGFFTwavelet packet analysis
  • 【文献出处】 中国计量学院学报 ,Journal of China Institute of Metrology , 编辑部邮箱 ,2004年04期
  • 【分类号】R318.0
  • 【被引频次】4
  • 【下载频次】54
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