• DocumentCode
    1993670
  • Title

    Wavelet-Galerkin approximation of linear translation invariant operators

  • Author

    Gopinath, R.A. ; Lawton, W.M. ; Burrus, C.S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
  • fYear
    1991
  • fDate
    14-17 Apr 1991
  • Firstpage
    2021
  • Abstract
    It is shown that the wavelet-Galerkin discretization of linear translation invariant (LTI) operators has good numerical properties, arising from the vanishing moments property of wavelets. If a wavelet has M vanishing moments, then it can have at most M-1 continuous derivatives, and hence operators of the form dp /dxp, where p>M, have to be considered as generalized derivatives. Even in this case the approximation results derived hold. Also, the virtual expansion theorem is useful in the sense that there is no need to compute the expansion coefficients of the function at some level V▵x
  • Keywords
    approximation theory; signal processing; continuous derivatives; linear translation invariant operators; numerical approximation; signal processing; vanishing moments; virtual expansion theorem; wavelet-Galerkin discretization; Approximation error; Discrete wavelet transforms; Linear approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-0003-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1991.150800
  • Filename
    150800