• DocumentCode
    3396461
  • Title

    The FIR window function design based on evolutionary algorithm

  • Author

    Kangshun Li ; Yuan Liu

  • Author_Institution
    Sch. of Inf. Eng., Jiangxi Univ. of Sci. & Technol., Ganzhou, China
  • fYear
    2011
  • fDate
    19-22 Aug. 2011
  • Firstpage
    1797
  • Lastpage
    1800
  • Abstract
    This paper improved the function of the FIR window based on evolutionary algorithms. This window function is different from the Han window, Hamming window and Blackmail window. Firstly it combines cosine series to window function linearly. Then it makes linear programming on conditions that digital Filter should meet according to characteristics of FIR digital filter and adjusts window function weights according to changes of the signal to improve the algorithm. Advantage of this method is that it can select a more appropriate window function according to characteristics of filter. The simulation results show that the filter designed in this method is more intelligent.
  • Keywords
    FIR filters; evolutionary computation; linear programming; Blackmail window; FIR digital filter; FIR window function; Hamming window; Han window; linear programming; on evolutionary algorithm; Adaptive filters; Attenuation; Evolutionary computation; Filtering algorithms; Finite impulse response filter; Gabor filters; FIR; evolutionary algorithm; window function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
  • Conference_Location
    Jilin
  • Print_ISBN
    978-1-61284-719-1
  • Type

    conf

  • DOI
    10.1109/MEC.2011.6025833
  • Filename
    6025833