Title :
A New Method for Processing End Effect In Empirical Mode Decomposition
Author :
Zhidong, Zhao ; Yang, Wang
Author_Institution :
Hangzhou Dianzi Univ., Hangzhou
Abstract :
Empirical Mode Decomposition is the key part of Hilbert Huang Transform which is a powerful method for the analysis of nonlinear and non-stationary signals. The method is very sensitive to end conditions. In this paper, we propose a new method to restrict the end effect. The steps of the method are introduced in detail. Performances of the proposed method are compared with other method using simulated signals. The results show that the new method can better restrict the end effect and also improve the precision of Empirical Mode Decomposition and Hilbert spectrum.
Keywords :
Hilbert transforms; signal processing; Hilbert Huang transform; empirical mode decomposition; end effect processing; nonstationary signal analysis; Data analysis; Fourier transforms; Frequency; Power engineering and energy; Signal analysis; Signal processing; Signal processing algorithms; Signal resolution; Testing; Wavelet analysis;
Conference_Titel :
Communications, Circuits and Systems, 2007. ICCCAS 2007. International Conference on
Conference_Location :
Kokura
Print_ISBN :
978-1-4244-1473-4
DOI :
10.1109/ICCCAS.2007.4348181