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
Link To Document :
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