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小波变换用于检测R波
Detection of R-Wave Based on Wavelet Transform
【摘要】 该文以小波变换的极大值在多尺度间的变化与信号的瞬变有直接关系为基础,由小波变换的奇异点(过零点、极值点等)来观测R波,寻找它的起始点、波峰,并对常见的异常R波的选择给出了新的判别方法.实验表明,本方法对QRS(Q-wave,R-wave,S-wave)信号的提取和分析有很大的帮助.
【Abstract】 Based on the fact that maximum of wavelet transform on multiscales is related to the discontinuity of signals, Rwaves are detected and the startpoint, endpoint and peaks are located from the singularity (zerocrossings, maxima, minima, etc.) of wavelet transform. A new method of detecting singular Rwaves is given. Experiments show that the method is efficient in detection and analysis of Rwaves.
【关键词】 小波变换;
R波的判别;
模极大值;
奇异点;
【Key words】 wavelet transform; R-wave detection; module maximum; singularity;
【Key words】 wavelet transform; R-wave detection; module maximum; singularity;
- 【文献出处】 上海大学学报(自然科学版) ,Journal of Shanghai University(Natural Science Edition) , 编辑部邮箱 ,2003年04期
- 【分类号】TN911
- 【被引频次】7
- 【下载频次】114