• DocumentCode
    2555505
  • Title

    Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm

  • Author

    Ghosh, A. ; Giri, Ritwik ; Chowdhury, Aritra ; Das, S. ; Abraham, Ajith

  • Author_Institution
    Dept. of Electron. & Telecommun. Eng., Jadavpur Univ., Kolkata, India
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    634
  • Lastpage
    641
  • Abstract
    In this article, a modification of Differential Evolution (DE), Fitness-Adaptive Differential Evolution (FiADE) is used to design the quadrature mirror filter (QMF) banks with linear phase in frequency domain. The three main attributes used in assessing the performance of filter are reconstruction error, mean square error in pass band and mean square error in stop band. The proposed method produces better result than the result obtained by Particle Swarm Optimization (PSO). As compared to the existing methods this method is very simple to implement for the QMF bank optimization. To implement the proposed DE algorithm, a MATLAB program is developed and three examples have been presented to illustrate the performance of the proposed method.
  • Keywords
    band-stop filters; channel bank filters; evolutionary computation; frequency-domain analysis; mean square error methods; particle swarm optimisation; quadrature mirror filters; signal reconstruction; DE algorithm; MATLAB program; QMF bank optimization; fitness-adaptive differential evolution algorithm; frequency domain; linear phase; mean square error; particle swarm optimization; pass band filter; reconstruction error; stop band filter; two-channel quadrature mirror bank filter design; MATLAB; Signal processing; differential evolution; genetic algorithms; quadrature mirror filters; subband coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nature and Biologically Inspired Computing (NaBIC), 2010 Second World Congress on
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-1-4244-7377-9
  • Type

    conf

  • DOI
    10.1109/NABIC.2010.5716364
  • Filename
    5716364