• DocumentCode
    992420
  • Title

    A novel neural network combined with FDTD for the synthesis of a printed dipole antenna

  • Author

    Delgado, Heriberto Jose ; Thursby, Michael H.

  • Author_Institution
    Harris Corp., Melbourne, FL, USA
  • Volume
    53
  • Issue
    7
  • fYear
    2005
  • fDate
    7/1/2005 12:00:00 AM
  • Firstpage
    2231
  • Lastpage
    2236
  • Abstract
    A novel synthesis artificial neural network (SYNTHESIS-ANN) is combined with the finite-difference time-domain method. Practical applications are illustrated through the optimization of a dipole antenna input impedance. The ANN architecture utilizes a hetero-associative memory, which exploits a fault tolerant number representation of a neural network for input and output data. In addition, the number representation reveals significant insight into a new method of fault tolerant computing. A new randomization process for the synthesis of antenna geometrical parameters is presented. Additional work is required to investigate the potential of this new paradigm.
  • Keywords
    ART neural nets; antenna theory; dipole antennas; fault tolerant computing; finite difference time-domain analysis; microstrip antennas; optimisation; random processes; FDTD; antenna measurement; antenna theory; artificial neural network architecture; design automation; dipole antenna input impedance; fault tolerant computing; finite-difference time-domain method; geometrical parameter synthesis; hetero-associative memory; numerical analysis; optimization; printed antenna; randomization process; synthesis-ANN; Antenna theory; Artificial neural networks; Biological neural networks; Computer networks; Dipole antennas; Fault tolerance; Finite difference methods; Network synthesis; Neural networks; Time domain analysis; Antennas; antenna measurements; antenna theory; computation time; design automation; dipole antennas; finite-difference time-domain (FDTD) methods; neural network architecture; neural networks applications; numerical analysis; optimization methods;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/TAP.2005.850706
  • Filename
    1461549