• DocumentCode
    3074254
  • Title

    The utilization of neural networks to radiation pattern of microstrip antenna formation

  • Author

    Wnuk, Marian ; Nowosielski, Leszek ; Bugaj, Marek

  • Author_Institution
    Fac. of Electron., Mil. Univ. of Technol., Warsaw, Poland
  • fYear
    2013
  • fDate
    16-18 Dec. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Artificial Neural Networks (ANN) have recently gained attention as a fast and flexible vehicle for microwave modelling, simulation and optimization. This paper provides an overview of the possibility of applying artificial neural networks during the process of shaping the profile (radiation pattern) of microstrip antenna array. Some algorithms based on neural networks are able to accelerate the process at considerable stages by using parallel operations. By appropriate selection of learning data, solution in the time approximate to real is realized. Based on specially implemented in the MATLAB environment algorithm for making artificial neural networks, “Flex Tool” computer simulation was performed.
  • Keywords
    antenna radiation patterns; electronic engineering computing; microstrip antenna arrays; neural nets; ANN; Flex Tool computer simulation; MATLAB environment algorithm; antenna radiation pattern; artificial neural networks; learning data; microstrip antenna array; microstrip antenna formation; Antenna radiation patterns; Arrays; Biological neural networks; Microstrip; Microstrip antenna arrays; Microstrip antennas; Neurons; artificial neural networks; microstrip antenna;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communication Systems (ICSPCS), 2013 7th International Conference on
  • Conference_Location
    Carrara, VIC
  • Type

    conf

  • DOI
    10.1109/ICSPCS.2013.6723953
  • Filename
    6723953