• DocumentCode
    1841987
  • Title

    Design of square and rectangular microstrip antenna with the use of FFBP algorithm of artificial neural network

  • Author

    Mishra, Abhilasha ; Nandgaonkar, A.B. ; Bhagile, V.D. ; Mehrotra, S.C. ; Patil, P.M.

  • Author_Institution
    Dept. of Comput. Sci. Eng., North Maharashtra Univ., Jalgaon, India
  • fYear
    2009
  • fDate
    14-16 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, the analysis and synthesis design of square and rectangular microstrip antenna by using ANN is presented. The feed forward back propagation algorithm of ANN is used to design the parameters of square and rectangular patch antenna. Neural results of trained and tested data are in very good agreement with the experimental results available in the literature. Both models have been used in the field of computational electromagnetics of patch antenna as the most powerful optimizing tools. With the help of analysis model, we get the accurate value of resonant frequency while synthesis model helps to get the accurate value of width W and length L of MSA.
  • Keywords
    computational electromagnetics; feedforward neural nets; microstrip antennas; artificial neural network; computational electromagnetics; feed forward back propogation algorithm; patch antenna; rectangular microstrip antenna; square microstrip antenna; ANN(Artificial Neural network); Analysis and synthesis model; FFBP(Feed forword backpropogation algorithm); MSA(Microstrip Antenna);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applied Electromagnetics Conference (AEMC), 2009
  • Conference_Location
    Kolkata
  • Print_ISBN
    978-1-4244-4818-0
  • Electronic_ISBN
    978-1-4244-4819-7
  • Type

    conf

  • DOI
    10.1109/AEMC.2009.5430689
  • Filename
    5430689