期刊文献+

正弦波经验模式分解中极点拟合的抛物线插值法

Empirical Mode Decomposition on Sine Wave with Parabolic Interpolation for the Extrema Fitting
下载PDF
导出
摘要 本文针对正弦波用经验模式分解(EMD)进行分析时存在的问题,从实验上结出了采样率和信号间相互作用对EMD的影响。为了提高对极值点采样的准确性,本文提出了利用抛物线插值来拟合极值点的方法,使结果得到明显的改善。本文还对信号间相互作用的问题进行了讨论。 The aim of this paper is to investigate the problem of empirical mode decomposition (EMD) on analyzing sine wave. To this end,experiments have been employed to analyze the effect of sampling and signal interaction on the EMD.For the accuracy of sampling extrema, parabolic interpolation Ires been used for the extrema fitting which shows obvious improved results. The signal interaction of a combination of two sine waves is also discussed.
出处 《数学理论与应用》 2009年第4期14-19,共6页 Mathematical Theory and Applications
关键词 EMD 正弦波 采样率 信号间相互作用 Empirical mode decomposition (EMD) Sine wave Sampling rate Signal interaction
  • 相关文献

参考文献7

  • 1Huang, N. E. SHen, Z. and Long S. R. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non - stationary time series analysis[ J]. Proc. R. Soc. London, Ser. A, 1998,454,903 - 995.
  • 2Patrick Flandrin, Gabriel Rifling, and Paulo Goncalves. Empirical mode decomposition as a filterbank[J]. IEEE Signal Process. Letters,2004,11(2), 112- 114.
  • 3Stevenson N., Mesbah M., and Boashash B. A sampling limit for the empirical model decomposition. Signal Proeessing and Its Applications, 2005. Proceedings of the Eighth International Symposium, 2005 2,647 - 650.
  • 4陈忠,郑时雄.基于经验模式分解(EMD)的齿轮箱齿轮故障诊断技术研究[J].振动工程学报,2003,16(2):229-232. 被引量:53
  • 5黄海,陈祥献.Hilbert-Huang变换应用中的预处理方法研究[J].浙江大学学报(工学版),2007,41(3):431-435. 被引量:11
  • 6杨智春,谭光辉.一种基于样条插值的经验模态分解改进算法[J].西北工业大学学报,2007,25(5):737-741. 被引量:6
  • 7Li H L, Deng X Y, Dai H L. Structural Damage Detection Using the Combination Method of EMD and Wavelet Analysis [ J ]. Mechanical Systems and Signal Processing, 2007,21 : 298 - 306.

二级参考文献16

  • 1盖广洪.经验模态分解的一种改进算法[J].西安交通大学学报,2004,38(11):1199-1202. 被引量:22
  • 2黄海.扬声器非线性特性的Hilbert-Huang变换分析[J].浙江大学学报(工学版),2005,39(3):385-391. 被引量:7
  • 3钟佑明,秦树人.希尔伯特-黄变换的统一理论依据研究[J].振动与冲击,2006,25(3):40-43. 被引量:55
  • 4Huang N E, Shen Zheng and Steven R L, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis.Proc. R. Soc. Lond. A, 1998;454: 903--995.
  • 5Huang N E, Shen Zheng and Steven R L. A new view of nonlinear water waves: the Hilbert spectrum. Annu.Rev. Fluid Mech. , 1999 ;31: 417--457.
  • 6HUANG N E,SHEN Z,LONG S R,et al.The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[C]∥Proceedings of the Royal Society.London:The Royal Society,1998,454:903-995.
  • 7NASA Goddard Space Flight Center.Hilbert-Huang transform technology[EB/OL].[2003-11-20].http://techtransfer.gsfc.nasa.gov.
  • 8FLANDRIN P,RILLING G,GONCALVES P.Empirical mode decomposition as a filter bank[J].IEEE Signal Processing Letters,2004,11(2):112-114.
  • 9WU Zhao-hua,HUANG N E.A study of the characteristics of white noise using the empirical mode decomposition method[C]∥Proceedings of the Royal Society.London:The Royal Society,2004,460:1597-1611.
  • 10LOH C H.Application of the empirical mode decomposition:Hilbert spectrum method to identify near-fault ground-motion characteristics and structural[J].Journal of Bulletin on the Seismological Society of America,2000,91:1339-1357.

共引文献67

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