• DocumentCode
    1270903
  • Title

    An efficient algorithm to design weighted minimax perfect reconstruction quadrature mirror filter banks

  • Author

    Chee-Kiang Coh ; Lim, Yong Ching

  • Author_Institution
    Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
  • Volume
    47
  • Issue
    12
  • fYear
    1999
  • fDate
    12/1/1999 12:00:00 AM
  • Firstpage
    3303
  • Lastpage
    3314
  • Abstract
    An efficient algorithm is presented to design lattice structure two-channel perfect reconstruction quadrature mirror filter (PR-QMF) banks. We formulate the filter bank design problem as an unconstrained weighted least squares problem with respect to the coefficients of the lattice structure. The proposed iterative algorithm optimizes the lattice coefficients and provides flexible control of the filters´ stopband ripple profiles. Typically, only a few iterations of the algorithm are needed to obtain an optimal solution in the weighted minimax sense. We include a set of practical design rules for use with our algorithm. These rules allow very good estimation of important filter bank characteristics, such as the filter length and the number of signed digits for quantization of the lattice coefficients into canonic signed digit representation, to meet a given set of PR-QMF bank specifications
  • Keywords
    channel bank filters; circuit optimisation; iterative methods; lattice filters; least squares approximations; minimax techniques; network synthesis; quadrature mirror filters; quantisation (signal); signal reconstruction; PR-QMF bank specifications; canonic signed digit representation; efficient algorithm; filter bank characteristics; filter length; iterative algorithm; lattice coefficients optimisation; lattice coefficients quantisation; lattice structure coefficients; lattice structure two-channel PR-QMF banks; optimal solution; practical design rules; quadrature mirror filter banks design; stopband ripple profiles; unconstrained weighted least squares; weighted minimax perfect reconstruction QMF banks; Algorithm design and analysis; Filter bank; Image reconstruction; Image sequence analysis; Iterative algorithms; Lattices; Least squares methods; Minimax techniques; Mirrors; Quantization;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.806074
  • Filename
    806074