• DocumentCode
    3615356
  • Title

    An algorithm for the design of multiplierless two-channel perfect reconstruction orthogonal lattice filter banks

  • Author

    J. Yli-Kaakinen;T. Saramaki;R. Bregovic

  • Author_Institution
    Inst. of Signal Process., Tampere Univ. of Technol., Finland
  • fYear
    2004
  • fDate
    6/26/1905 12:00:00 AM
  • Firstpage
    415
  • Lastpage
    418
  • Abstract
    This paper describes an algorithm for designing multiplierless two-channel perfect-reconstruction (PR) orthogonal lattice filter banks. The advantage of the lattice implementation is that the PR property is structurally ensured even after quantizing the coefficients into very simple representation forms. The coefficient optimization is performed in three basic stages. First, a simple design scheme is used for generating an initial solution for further optimization. Second, this initial solution is used as a start-up solution for the non-linear optimization algorithm being employed for determining a parameter space of the infinite-precision coefficients including the feasible space where the filter bank meets the given criteria. The third step involves finding the coefficients in this space so that the resulting filter bank meets the given criteria with simple coefficient representation forms. An example taken from the literature illustrates that the proposed algorithm results at least in a good suboptimal finite-precision solution in a fairly short time.
  • Keywords
    "Algorithm design and analysis","Lattices","Channel bank filters","Filter bank","Signal processing algorithms","Finite impulse response filter","Image reconstruction","Signal processing","Design optimization","Image coding"
  • Publisher
    ieee
  • Conference_Titel
    Control, Communications and Signal Processing, 2004. First International Symposium on
  • Print_ISBN
    0-7803-8379-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2004.1296317
  • Filename
    1296317