期刊文献+

心电信号的非线性小波检测方法 被引量:1

Nonlinear detection method of ECG using wavelet transform
下载PDF
导出
摘要 将非线性小波方法应用于心电信号的检测。利用二进Daubechies小波对有高频噪声干扰的心电信号按Mallat算法进行小波分解;探讨了非线性小波检测方法;结合Lipschitz指数判据,将其应用于高频干扰心电信号的去噪,实现了滤除噪声的同时又有效地恢复了心电信号。 The nonlinear wavelet method is used to detect ECG signal. The ECG signal disrupted by high-frequency noise is decomposed with a dyadic Daubechies wavelet according to Mallat algorithm. The principle of the nonlinear wavelet detection method is discussed. Along with the Lipschitz criterion, it is applied to denoising the disrupted ECG signal. The ECG signal is effectively recovered while denoised.
机构地区 第二军医大学
出处 《医疗卫生装备》 CAS 2004年第4期13-14,共2页 Chinese Medical Equipment Journal
关键词 心电信号 小波变换 MALLAT算法 非线性小波检测 滤波技术 ECG wavelet transform Mallat algorithm nonlinear
  • 相关文献

参考文献5

  • 1Donoho, D.L. Minimax estimation by wavelet shrinkage. Tech. Rept.:Statistics. Stanford:1992
  • 2Donoho, D.L.De-noising by soft-thresholding. IEEE Trans. on Inf. Theory, 1995,41(3):613-627
  • 3Stephane Mallat, Wen Liang Hwang. Singularity Detection and Processing with Wavelets. IEEE Trans. On IT, 1992,38(2):617-643
  • 4Mallat S.A theory of multiresolution signal decomposition:the wavelet representation. IEEE Trans Pattern Anal Machine Intell,1989(11):674-693
  • 5[美]崔锦泰著 程正兴译.小波分析导论[M].西安:西安交通大学出版社,1994..

共引文献2

同被引文献7

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部