• DocumentCode
    2370754
  • Title

    Applying the neural networks to formation of radiation pattern of microstrip antenna

  • Author

    Dudczyk, Janusz ; Kawalec, Adam ; Wnuk, Marian

  • Author_Institution
    Mil. Unit 4885, Warsaw
  • fYear
    2008
  • fDate
    21-23 May 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Artificial Neural Networks (ANN) have recently gained attention as a fast and flexible vehicle to microwave modelling, simulation and optimization. This paper provides an overview on the possibility of applying artificial neural networks to the process of shaping the profile (radiation pattern) of microstrip antenna array. Neural network based algorithms, due to heavy use of parallelism, considerably accelerates the process. By appropriate selection of teaching data, near real-time solution may be archived. Algorithm has been tested in MATLAB environment using neural network modelling utility ldquoFlex Toolrdquo.
  • Keywords
    antenna radiation patterns; learning (artificial intelligence); microstrip antenna arrays; neural nets; telecommunication computing; Flex Tool neural network modelling utility; MATLAB environment; microstrip antenna array radiation pattern; neural network teaching; real-time solution; Acceleration; Antenna radiation patterns; Artificial neural networks; Education; Mathematical model; Microstrip antenna arrays; Microstrip antennas; Neural networks; Testing; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Symposium, 2008 International
  • Conference_Location
    Wroclaw
  • Print_ISBN
    978-83-7207-757-8
  • Type

    conf

  • DOI
    10.1109/IRS.2008.4585716
  • Filename
    4585716