• DocumentCode
    431891
  • Title

    Discrete fractional Fourier transform based on new nearly tridiagonal commuting matrices

  • Author

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

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    4
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    Based on discrete Hermite-Gaussian like functions, a discrete fractional Fourier transform (DFRFT) which provides sample approximations of the continuous fractional Fourier transform was defined and investigated recently. In this paper, we propose a new nearly tridiagonal matrix which commutes with the discrete Fourier transform (DFT) matrix. The eigenvectors of the new nearly tridiagonal matrix are shown to be better discrete Hermite-Gaussian like functions than those developed before. Furthermore, by appropriately combining two linearly independent matrices which both commute with the DFT matrix, we develop a method to obtain even better discrete Hermite-Gaussian like functions. Then, new versions of DFRFT produce their transform outputs more close to the samples of the continuous fractional Fourier transform, and their application is illustrated.
  • Keywords
    Gaussian distribution; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; function approximation; signal sampling; DFRFT; DFT matrix; continuous fractional Fourier transform; discrete Hermite-Gaussian like functions; discrete fractional Fourier transform; eigenvectors; linearly independent matrices; nearly tridiagonal commuting matrices; nearly tridiagonal matrix; sample approximations; Discrete Fourier transforms; Eigenvalues and eigenfunctions; Fourier transforms; Kernel; Neural networks; Polynomials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1416026
  • Filename
    1416026