A novel EMD selecting thresholding method based on multiple iteration for denoising LIDAR signal

被引:1
作者
Meng Li
Li-hui Jiang
Xing-long Xiong
机构
[1] Civil Aviation University of China,Civil Aviation Meteorological Institute
[2] Civil Aviation University of China,Tianjin Key Laboratory for Advanced Signal Processing
来源
Optical Review | 2015年 / 22卷
关键词
Empirical mode decomposition (EMD); The EMD select threshold (EMD-ST); EMD interval thresholding (EMD-IT); Denoising; LIDAR;
D O I
暂无
中图分类号
学科分类号
摘要
Empirical mode decomposition (EMD) approach has been believed to be potentially useful for processing the nonlinear and non-stationary LIDAR signals. To shed further light on its performance, we proposed the EMD selecting thresholding method based on multiple iteration, which essentially acts as a development of EMD interval thresholding (EMD-IT), and randomly alters the samples of noisy parts of all the corrupted intrinsic mode functions to generate a better effect of iteration. Simulations on both synthetic signals and LIDAR signals from real world support this method.
引用
收藏
页码:477 / 482
页数:5
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