• 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