• DocumentCode
    117782
  • Title

    Cuckoo Search Optimization based design of linear phase FIR filters: A comparison approach

  • Author

    Mallick, Arijit ; Dutta, Suparna ; Roy, Sandip ; Kumar, Udaya ; Chattopadhyay, Abhiroop ; Chakraborty, Debasis ; Nag, Sudip

  • Author_Institution
    Dept. of Instrum. & Electron. Eng., Jadavpur Univ., Kolkata, India
  • fYear
    2014
  • fDate
    6-8 March 2014
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    Optimization algorithms has been used to solve many design problems in science and engineering; notable in image processing, construction design, path planning and many other application. In this paper the method of designing a linear phase symmetric FIR (Finite Impulse Response) filter with the help of Cuckoo Search Optimization (CSO) Algorithm has been highlighted. Since evolutionary optimization algorithms are more powerful than its linear counterpart, CSO has been deployed in order to find out the coefficients of the required filter for a given problem requirement. Even order linear phase symmetric FIR filter are best suitable for this kind of design procedure. The best nests selected by the CSO denotes the particular coefficient set for a given particular even order filter. A low pass filter is shown as a design example. Comparisonal analysis with respect to other strong evolutionary algorithm is also presented in this paper.
  • Keywords
    FIR filters; evolutionary computation; linear phase filters; search problems; CSO algorithm; coefficient set; cuckoo search optimization algorithm; even order filter; even order linear phase symmetric FIR filter; evolutionary optimization algorithms; linear phase symmetric finite impulse response filter; low pass filter; Algorithm design and analysis; Filtering algorithms; Finite impulse response filters; IIR filters; Maximum likelihood detection; Optimization; Signal processing algorithms; CSO; FIR; even order symmetric filter; evolutionary optimization algorithm; linear phase;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Green Computing Communication and Electrical Engineering (ICGCCEE), 2014 International Conference on
  • Conference_Location
    Coimbatore
  • Type

    conf

  • DOI
    10.1109/ICGCCEE.2014.6922313
  • Filename
    6922313