• DocumentCode
    2699635
  • Title

    Discrete Gauss-Hermite Functions and Eigenvectors of the Centered Discrete Fourier Transform

  • Author

    Santhanam, Balu ; Santhanam, T.S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., New Mexico Univ., Albuquerque, NM, USA
  • Volume
    3
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    Existing approaches to furnishing a basis of eigenvectors for the discrete Fourier transform (DFT) are based upon defining tridiagonal operators that commute with the DFT. In this paper, motivated by ideas from quantum mechanics in finite dimensions, we define a symmetric matrix that commutes with the centered DFT, thereby furnishing a basis of eigenvectors for the DFT. We show that these eigenvectors in the limit converge to Gauss-Hermite (G-H) functions and that the eigenvalue spectrum of the commutor provides a very good discrete approximation to that of the continuous G-H differential operator.
  • Keywords
    Gaussian processes; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; quantum theory; signal processing; DFT; centered discrete Fourier transform; discrete Gauss-Hermite functions; eigenvalue spectrum; eigenvectors; quantum mechanics; symmetric matrix; Differential equations; Discrete Fourier transforms; Educational institutions; Eigenvalues and eigenfunctions; Fourier transforms; Gaussian processes; Matrix converters; Physics; Quantum mechanics; Symmetric matrices; Gauss-Hermite functions; discrete Fourier transform; eigen-vectors; eigenvalues; finite-space quantum mechanics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.367104
  • Filename
    4217977