• DocumentCode
    974727
  • Title

    DFT-Commuting Matrix With Arbitrary or Infinite Order Second Derivative Approximation

  • Author

    Pei, Soo-Chang ; Hsue, Wen-Liang ; Ding, Jian-Jiun

  • Author_Institution
    Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei
  • Volume
    57
  • Issue
    1
  • fYear
    2009
  • Firstpage
    390
  • Lastpage
    394
  • Abstract
    Recently, Candan introduced higher order DFT-commuting matrices whose eigenvectors are better approximations to the continuous Hermite-Gaussian functions (HGFs). However, the highest order 2k of the O(h2k) NtimesN DFT-commuting matrices proposed by Candan is restricted by 2k+1 les N. In this paper, we remove this order upper bound restriction by developing two methods to construct arbitrary-order DFT-commuting matrices. Computer experimental results show that the Hermite-Gaussian-like (HGL) eigenvectors of the new proposed DFT-commuting matrices outperform those of Candan. In addition, the HGL eigenvectors of the infinite-order DFT-commuting matrix are shown to be the same as those of the n2 DFT-commuting matrix recently discovered in the literature.
  • Keywords
    Gaussian processes; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; function approximation; arbitrary order DFT-commuting matrix; continuous Hermite-Gaussian function approximation; discrete Fourier transform; eigenvector; infinite order DFT-commuting matrix; Commuting matrix; Hermite–Gaussian function; discrete Fourier transform; discrete fractional Fourier transform; eigenvector;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.2007927
  • Filename
    4663924