• DocumentCode
    13170
  • Title

    Vandermonde Factorization of Toeplitz Matrices and Applications in Filtering and Warping

  • Author

    Backstrom, Tom

  • Author_Institution
    International Audio Laboratories Erlangen, Friedrich Alexander University of Erlangen-Nürnberg (FAU) and Fraunhofer Institute of Integrated Circuits, IIS, Erlangen, Germany
  • Volume
    61
  • Issue
    24
  • fYear
    2013
  • fDate
    Dec.15, 2013
  • Firstpage
    6257
  • Lastpage
    6263
  • Abstract
    By deriving a factorization of Toeplitz matrices into the product of Vandermonde matrices, we demonstrate that the Euclidean norm of a filtered signal is equivalent with the Euclidean norm of the appropriately frequency-warped and scaled signal. In effect, we obtain an equivalence between the energy of frequency-warped and filtered signals. While the result does not provide tools for warping per se, it does show that the energy of the warped signal can be evaluated efficiently, without explicit and complex computation of the warped transform. The main result is closely related to the Vandermonde factorization of Hankel matrices.
  • Keywords
    Convolution; Fourier transforms; Signal processing algorithms; Terrorism; Time-frequency analysis; Convolution; Hankel; Toeplitz; Vandermonde; filtering; line spectral frequencies; time-frequency analysis; warping;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2013.2282271
  • Filename
    6601660