DocumentCode
396478
Title
A discrete fractional Fourier transform based on orthonormalized McClellan-Parks eigenvectors
Author
Hanna, Magdy Tawfik
Author_Institution
Dept. of Eng. Math. & Phys., Cairo Univ., Fayoum, Egypt
Volume
4
fYear
2003
fDate
25-28 May 2003
Abstract
A version of the discrete fractional Fourier transform (DFRFT) is developed with the objective of approximating the continuous fractional Fourier transform (FRFT). First the McClellan-Parks nonorthogonal eigenvectors of the discrete Fourier transform (DFT) matrix are generated analytically after deriving explicit expressions for the elements of those vectors. Second the Gram-Schmidt technique is applied to orthonormalize the eigenvectors in each eigensubspace individually. Third Hermite-like approximate eigenvectors are generated. Finally exact orthonormal eigenvectors as close as possible to the Hermite-like approximate eigenvectors are obtained by the orthogonal procrustes algorithm.
Keywords
discrete Fourier transforms; eigenvalues and eigenfunctions; signal processing; DFT; Gram-Schmidt technique; discrete fractional Fourier transform; eigensubspace; orthogonal procrustes algorithm; orthonormalized McClellan-Parks eigenvectors; Discrete Fourier transforms; Eigenvalues and eigenfunctions; Fourier transforms; Mathematics; Physics; Symmetric matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN
0-7803-7761-3
Type
conf
DOI
10.1109/ISCAS.2003.1205778
Filename
1205778
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