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Signal decomposition by the S-method with general window functions

Authors :
Wei, Yinsheng
Tan, Shanshan
Source :
Signal Processing. Jan2012, Vol. 92 Issue 1, p288-293. 6p.
Publication Year :
2012

Abstract

Abstract: In this letter, we propose a time–frequency signal decomposition algorithm based on the S-method. The proposed algorithm is an extension of the algorithm in , so that a general case of the window function used in calculating the S-method can be dealt with. The effect of window function is explicitly verified, based on which a penalized squared error minimization is used to recover the signal matrix. The signal components are reconstructed by eigen decomposition on the recovered signal matrix. Simulation validates the effectiveness of the proposed algorithm. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01651684
Volume :
92
Issue :
1
Database :
Academic Search Index
Journal :
Signal Processing
Publication Type :
Academic Journal
Accession number :
65043053
Full Text :
https://doi.org/10.1016/j.sigpro.2011.06.013