CAF-FrFT: a center-affine-filter with fractional Fourier transform to reduce the cross-terms of Wigner distribution
Article
Zheng, L., Shi, D. and Zhang, J. 2014. CAF-FrFT: a center-affine-filter with fractional Fourier transform to reduce the cross-terms of Wigner distribution. Signal Processing. 94, pp. 330-338. https://doi.org/10.1016/j.sigpro.2013.06.031
Type | Article |
---|---|
Title | CAF-FrFT: a center-affine-filter with fractional Fourier transform to reduce the cross-terms of Wigner distribution |
Authors | Zheng, L., Shi, D. and Zhang, J. |
Abstract | As a popular time–frequency representation, the Wigner distribution (WD) enjoys its excellent property of highly concentrated auto-terms, but suffers from cross-term problem. To reduce the cross-terms, we propose a method to apply a center-affine-filter (CAF) to the rotated version of the WD obtaining from the fractional Fourier transform (FrFT). We call this method a center-affine-filter with the fractional Fourier transform (CAF–FrFT). Here the optimal rotation angle is obtained via the FrFT of a signal under the criterion of maximum amplitude. The simulations were conducted on two types of signals, namely, parallel signals, and non-parallel signals. Both the qualitative comparisons and the quantitative measures show that the proposed CAF–FrFT outperforms the original CAF method. |
Keywords | Center-affine-filter; Cross-terms; Fractional Fourier transform; Principal axes; Wigner distribution |
Research Group | Artificial Intelligence group |
Publisher | Elsevier |
Journal | Signal Processing |
ISSN | 0165-1684 |
Electronic | 1872-7557 |
Publication dates | |
Online | 05 Jul 2013 |
01 Jan 2014 | |
Publication process dates | |
Deposited | 03 Jun 2015 |
Accepted | 28 Jun 2013 |
Output status | Published |
Digital Object Identifier (DOI) | https://doi.org/10.1016/j.sigpro.2013.06.031 |
Language | English |
https://repository.mdx.ac.uk/item/858w0
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