• DocumentCode
    3015309
  • Title

    A Recursive Variable Fractional Delay FIR Filters Design Scheme Using Particle Swarm Optimization Algorithm

  • Author

    Sun, Dongyan ; Zhao, Jiaxiang ; Zhao, Xiaoming

  • Author_Institution
    Dept. of Commun. Eng., Nankai Univ., Tianjin, China
  • Volume
    1
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    109
  • Lastpage
    113
  • Abstract
    A novel recursive scheme to compute the global and robust optimal variable fractional delay (VFD) filters based on the Particle Swarm Optimization (PSO) is developed in this paper. If the PSO is directly used to compute an optimal VFD filter the particles with high dimension might be yielded, which could require a long convergence time. Our recursive scheme invokes only the particles with much smaller dimension at each step of the computation. Experimental results demonstrate the effectiveness of the proposed approach.
  • Keywords
    FIR filters; particle swarm optimisation; recursive estimation; FIR filters design; particle swarm optimization; recursive variable fractional delay; Algorithm design and analysis; Delay effects; Design optimization; Finite impulse response filter; Frequency response; Genetic algorithms; Particle swarm optimization; Passband; Robustness; Transfer functions; Farrow structure; PSO; dimension of particle; variable fractional delay;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.288
  • Filename
    5376034