DocumentCode
1408355
Title
Fast DFT matrices transform based on generalized prime factor algorithm
Author
Guo, Ying ; Mao, Yun ; Park, Dong Sun ; Lee, Moon Ho
Author_Institution
Sch. of Inf. Sci. & Eng., Central South Univ., Changsha, China
Volume
13
Issue
5
fYear
2011
Firstpage
449
Lastpage
455
Abstract
Inspired by fast Jacket transforms, we propose simple factorization and construction algorithms for the M -dimensional discrete Fourier transform (DFT) matrices underlying generalized Chinese remainder theorem (CRT) index mappings. Based on successive coprime-order DFT matrices with respect to the CRT with recursive relations, the proposed algorithms are presented with simplicity and clarity on the basis of the yielded sparse matrices. The results indicate that our algorithms compare favorably with the direct-computation approach.
Keywords
discrete Fourier transforms; matrix decomposition; recursive estimation; M-dimensional discrete Fourier transform; construction algorithms; direct-computation approach; factorization algorithms; fast DFT matrices transform; fast Jacket transforms; generalized Chinese remainder theorem index mappings; generalized prime factor algorithm; recursive relations; sparse matrices; successive coprime-order DFT matrices; Discrete Fourier transforms; Indexes; Matrix converters; Matrix decomposition; Sparse matrices; Discrete Fourier transform (DFT) matrices; Kronecker product; fast Jacket transform; generalized prime factor algorithm (GPFA); sparse matrices;
fLanguage
English
Journal_Title
Communications and Networks, Journal of
Publisher
ieee
ISSN
1229-2370
Type
jour
DOI
10.1109/JCN.2011.6112301
Filename
6112301
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