• DocumentCode
    611593
  • Title

    Artificial neural networks modeling technique for fast analysis and design of multi-antenna systems

  • Author

    Addaci, Rafik ; Staraj, Robert

  • Author_Institution
    IFSTTAR-LEOST, Villeneuve-d´Ascq, France
  • fYear
    2013
  • fDate
    8-12 April 2013
  • Firstpage
    2034
  • Lastpage
    2037
  • Abstract
    A general analysis, design and optimization procedure of a neutralized multi-antenna system is suggested in this paper. This method, taking into account the ground plane dimension effect, uses the artificial neural networks (ANN) technique. The results calculated using the proposed model in both the analysis and design senses were compared with those obtained from commercial electromagnetic software simulator, and the results are in good agreement. ANN model has the further advantage of being very fast and to simultaneously give the responses of all the outputs both in the analysis and design sense.
  • Keywords
    antenna arrays; neural nets; telecommunication computing; ANN technique; artificial neural networks modeling technique; electromagnetic software simulator; ground plane dimension effect; multiantenna systems; optimization procedure; Analytical models; Artificial neural networks; Mathematical model; Microwave antennas; Mobile antennas; formatting; insert; style; styling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation (EuCAP), 2013 7th European Conference on
  • Conference_Location
    Gothenburg
  • Print_ISBN
    978-1-4673-2187-7
  • Electronic_ISBN
    978-88-907018-1-8
  • Type

    conf

  • Filename
    6546649