• DocumentCode
    2509562
  • Title

    A high speed design of rectangular and square shape MSA for higher accuracy through RBF of ANN

  • Author

    Mishra, A.D. ; Bhagile, V.D. ; Janvale, G.B. ; Mehrotra, S.C.

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Technol., Dr. Babasaheb Ambedkar Marathwada Univ., Aurangabad
  • fYear
    2008
  • fDate
    21-24 Nov. 2008
  • Firstpage
    671
  • Lastpage
    675
  • Abstract
    In this work radial basis function algorithm of artificial neural network has been developed to design the analysis and synthesis model of rectangular and square shape microstrip antenna. Rbf is used to design the parameters of square and rectangular patch antenna. Ann method gives very high computational efficiency as compared to the electromagnetic techniques which is time consuming. Rbf is developed for 40 data samples for both models. It gives the best result with zero error for trained and tested data of both models of msa. This is the most optimizing tool adopted of late in the field of computational electromagnetics. Synthesis model gives the dimensions while analysis model gives the resonant frequency of patch antenna. The theoretical values obtained by both models are in very good agreement with experimental results reported elsewhere.
  • Keywords
    electronic engineering computing; microstrip antennas; neural nets; radial basis function networks; ANN; MSA; RBF; artificial neural network; computational electromagnetics; microstrip antenna; radial basis function algorithm; rectangular patch antenna; Algorithm design and analysis; Artificial neural networks; Computational efficiency; Computational electromagnetics; Microstrip antennas; Network synthesis; Patch antennas; Resonant frequency; Shape; Testing; EM. (Electromagnetic); MSA (Microstrip Antenna); R &S(rectangular and square); RBF (Radial base function) ANN (Artificial Neural Network);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advances in Microwave Theory and Applications, 2008. MICROWAVE 2008. International Conference on
  • Conference_Location
    Jaipur
  • Print_ISBN
    978-1-4244-2690-4
  • Electronic_ISBN
    978-1-4244-2691-1
  • Type

    conf

  • DOI
    10.1109/AMTA.2008.4762988
  • Filename
    4762988