• DocumentCode
    1790963
  • Title

    Optimal design of Weighted Least Square based fractional delay FIR filter using Genetic Algorithm

  • Author

    Upadhyay, Kamini ; Kumar, Manoj ; Rawat, Tarun Kumar

  • Author_Institution
    Div. of Electron. & Commun. Eng., Netaji Subhas Inst. of Technol., New Delhi, India
  • fYear
    2014
  • fDate
    12-13 July 2014
  • Firstpage
    53
  • Lastpage
    58
  • Abstract
    In this paper, a Weighted Least Square based designing of fractional delay FIR filter using Genetic Algorithm is proposed. In this method, Genetic Algorithm is implemented to evaluate the closed form error function. This helps in speeding up the process of filter design and achieving globally optimized final solution. Three design examples are given to illustrate the results of proposed approach. These examples demonstrate the effectiveness of proposed approach as compared to the existing filter design methods.
  • Keywords
    FIR filters; genetic algorithms; least squares approximations; closed form error function; fractional delay FIR filter; genetic algorithm; optimal design; weighted least square; Algorithm design and analysis; Filtering algorithms; Optimization; Fractional Delay FIR (FD-FIR) filter; Genetic Algorithm (GA); Weighted Least Square (WLS) error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
  • Conference_Location
    Ajmer
  • Print_ISBN
    978-1-4799-3139-2
  • Type

    conf

  • DOI
    10.1109/ICSPCT.2014.6884908
  • Filename
    6884908