• DocumentCode
    1341240
  • Title

    New Techniques for Rationalizing Orthogonal and Biorthogonal Wavelet Filter Coefficients

  • Author

    Murugesan, Selvaraaju ; Tay, David B H

  • Author_Institution
    Dept. of Electron. Eng., La Trobe Univ., Bundoora, VIC, Australia
  • Volume
    59
  • Issue
    3
  • fYear
    2012
  • fDate
    3/1/2012 12:00:00 AM
  • Firstpage
    628
  • Lastpage
    637
  • Abstract
    Most wavelet filters reported in the literature have irrational coefficients. Hardware implementation can be simpler if the filter coefficients are rational valued. In this paper, we present novel methods to rationalize both orthogonal and biorthogonal filter coefficients with perfect reconstruction and vanishing moments preservation. Rational orthogonal filter coefficients are obtained using lattice structures. Rational biorthogonal filter coefficients are obtained using the complementary filter technique in which one set of filter coefficients is expressed in terms of the other. The rationalized filters have characteristics that are very close to the original irrational filters. The techniques are simple yet general enough to be used for almost any filter bank unlike the techniques in previously reported works.
  • Keywords
    channel bank filters; wavelet transforms; biorthogonal filter coefficients; complementary filter technique; fitter bank; irrational fitters; lattice structures; orthogonal fitter coefficients; rationalized fitters; wavelet filters; Equations; Filtering theory; Image coding; Lattices; Mathematical model; Quantization; Wavelet transforms; Biorthogonal filters; FIR digital filters; orthogonal filters; rational coefficient; wavelets;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2011.2165415
  • Filename
    6035747