J4 ›› 2009, Vol. 27 ›› Issue (04): 359-.

• 论文 • 上一篇    下一篇

基于延拓技术的经验模态分解改进算法

徐世艳   

  1. 辽源职业技术学院  |机电工程系|吉林 辽源 136201
  • 出版日期:2009-07-20 发布日期:2009-08-27
  • 通讯作者: 徐世艳(1967—〓),女,吉林农安人, 辽源职业技术学院副教授,主要从事物理学研究,(Tel)86-437-2880268 E-mail:xushiyan00@sina.com
  • 作者简介:徐世艳(1967—〓)|女|吉林农安人| 辽源职业技术学院副教授|主要从事物理学研究|(Tel)86-437-2880268(E-mail)xushiyan00@sina.com

 Improved Algorithm of Empirical Mode Decomposition Based on Extension Technique

XU Shi-yan   

  1. Department of Mechatronics Engineering,Liaoyuan Vocational and Technical College,Liaoyuan |136201|China
  • Online:2009-07-20 Published:2009-08-27

摘要:

为了消除经验模态分解算法中的端点效应问题,给出了利用数据序列延拓技术抑制端点效应的方法。在分析基于镜像延拓法的算法实现以及存在的不足的基础上,提出了端点极值包络延拓方法。通过理论分析和仿真实验验证了该方法在提高经验模态分解算法分解精度、改善时频分析性能方面的有效性,在空间方面,包络极值延拓算法比镜像延拓节省了约50%的空间。

关键词: 经验模态分解, 端点效应, 极值, 延拓技术

Abstract:

In order to restrain the endpoints effect of empirical mode decomposition, an interpolation manner which was used to add the sampling points was presented. Algorithms of mirror based extension have been discussed; meanwhile their limitations have been pointed out. And an end extremum envelope extension algorithm has been presented. Simulation results show that end extremum envelope extension is an efficient and excellent method to eliminate end effect.Extremum envelope extension algorithm saves about half of the space of the mirror.

Key words: empirical mode decomposition, endpoints effect, extremum, extension technique

中图分类号: 

  • TN911.7