首页> 外文会议>International Conference on Communications, Circuits and Systems >A Novel Wavelet Transform Modulus Maxima Based Method of Measuring Lipschitz Exponent
【24h】

A Novel Wavelet Transform Modulus Maxima Based Method of Measuring Lipschitz Exponent

机译:一种基于小波变换模量的​​测量方法测量方法

获取原文

摘要

Singularities and irregular structures typically characterize the content of signals. The Lipschitz Exponent (LE) is the most popular measure of the singularity behavior of a signal. Most of the existing methods of measuring LE using wavelet transform are derived from the previous work of Mallat and Hwang in [1], which equals LE to the maximum slope of straight lines that remain above the wavelet transform modulus maxima(WTMM) curve in the log-log plot of scale s versus WTMM. However this method is not always robust and precise especially in noise environment, because it is only the particular case of the inequation (25) in [1]. In this paper we adopt a new area-based objective function. Based on it, we choice the slope of the line, which minimize the objective function, as the value of LE from all the lines satisfying the inequation (25) in [1]. The results of experiment demonstrate that this method is more precise and robust.
机译:奇点和不规则结构通常表征信号的含量。 Lipschitz指数(LE)是信号奇点行为的最流行度量。使用小波变换的大多数现有的测量方法是从Mallat和Hwang中的先前工作中的[1]中的工作,这等于LE到仍然在小波变换模数Maxima(WTMM)曲线上方的直线的最大斜率规模S与WTMM的日志记录图。然而,这种方法并不总是稳健,特别是在噪声环境中精确,因为它只是[1]中的不等式(25)的特定情况。在本文中,我们采用了新的基于区域的目标函数。基于它,我们选择线的斜率,这使目标函数最小化,因为来自满足[1]中的所有线路的LE的价值。实验结果表明该方法更精确且稳健。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号