• DocumentCode
    1944501
  • Title

    Evolutionary design of filter bank based on quaternions

  • Author

    Parfieniuk, M. ; Petrovsky, Alexander

  • Author_Institution
    Dept. of Real Time Syst., Bialystok Tech. Univ., Poland
  • Volume
    2
  • fYear
    2003
  • fDate
    1-4 July 2003
  • Firstpage
    275
  • Abstract
    This paper presents novel approach to the design of 4-channel filter bank composed of hypercomplex all-pass filters - a generalization of well known IIR all-passes to quaternion number system. This is uncommon alternative way of doing subband decomposition, but the design of such a system is difficult. Genetic algorithm was adopted to solve this hard numerical optimization task. The problem statement, the details of the evolutionary procedure and sample results are shown.
  • Keywords
    IIR filters; all-pass filters; digital filters; genetic algorithms; 4-channel filter bank; IIR all-passes; all-pass filters; evolutionary procedure; genetic algorithm; numerical optimization; quaternions; Digital filters; Digital signal processing; Filter bank; Finite impulse response filter; Genetic algorithms; IIR filters; Optimization methods; Quaternions; Real time systems; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
  • Print_ISBN
    0-7803-7946-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2003.1224867
  • Filename
    1224867