Sparsity and Multi-resolution BSS Method for Harmonic Signal Extraction

Sensors & Transducers

Rui LI¹  Baofeng CHEN² 

[1] College of Science, Henan University of Technology, Zhengzhou 450001, China;School of Mathematics and Physics, Anyang Institute of Technology, Anyang 455000, China ;

关键词: Blind source separation;    Independent component analysis;    Multiresolution;    Wavelet;    Wavelet packet.;   

DOI  :  

来源: DOAJ

【 摘 要 】

Using the sparsity property in the frequency domain of harmonic signals, this paper gives a harmonic extraction algorithm based on multi-resolution blind source separation (BSS) method. After the general and detailed definition of the multi-resolution BSS model is given, the wavelet packet decomposition based multi-resolution BSS algorithm for harmonic signal extraction is constructed in detail. Some simulations of the proposed algorithm are exhibited in the simulation part to demonstrate the validity of the method. At last, we discuss the impact of multiresolution BSS research and outline potential future research directions and applications.

【 授权许可】

Unknown