• DocumentCode
    3629130
  • Title

    Design of digital filters with bilinear transform using neural networks

  • Author

    Oguzhan Yavuz;Tulay Yildirim

  • Author_Institution
    Elektronik ve Haberle?me M?hendisli01E7i B?l?m?, Yildiz Teknik ?niversitesi, ?stanbul, Turkey
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this study, design of digital filters obtained from the analog filter with bilinear transform using neural networks is proposed. For this purpose, generally, function approximation feature of the feedforward neural networks is utilized. Proposed method has been tested using multilayer perceptron (MLP), radial basis function network (RBFN) and general regression neural network (GRNN) and obtained results are given.
  • Keywords
    "Artificial neural networks","Digital filters","Function approximation","MATLAB","Transforms","Distributed processing","Digital signal processing"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
  • ISSN
    2165-0608
  • Print_ISBN
    978-1-4244-1998-2
  • Type

    conf

  • DOI
    10.1109/SIU.2008.4632697
  • Filename
    4632697