• DocumentCode
    446761
  • Title

    Design of FIR filters with arbitrary amplitude and phase specifications using genetic algorithm

  • Author

    Ahmed, Sabah M.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Assiut Univ., Egypt
  • Volume
    2
  • fYear
    2003
  • fDate
    27-30 Dec. 2003
  • Firstpage
    648
  • Abstract
    In this paper we present efficient design algorithm for FIR filters with arbitrary amplitude and phase specifications using genetic algorithm. This algorithm provides flexibility in control the genetic algorithms parameters such as population size, number of generations, crossover probability and so on. Filters with binary, integer or real coefficients can be easily handled by the proposed method. This includes the multiplierless coefficients case. It has been tested for the design of filters with different amplitude and phase specifications. The fitness function was defined as the simple reciprocal of sum squared of the error.
  • Keywords
    FIR filters; genetic algorithms; signal processing; FIR filter design; arbitrary amplitude specification; arbitrary phase specification; crossover probability; fitness function; flexibility; generations number; genetic algorithm; multiplierless coefficients; population size; Algorithm design and analysis; Biological cells; Digital filters; Distortion; Finite impulse response filter; Genetic algorithms; Genetic mutations; IIR filters; Signal processing algorithms; Signal restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
  • ISSN
    1548-3746
  • Print_ISBN
    0-7803-8294-3
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2003.1562370
  • Filename
    1562370