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
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;
Journal_Title :
Communications and Networks, Journal of
DOI :
10.1109/JCN.2011.6112301