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
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;
Conference_Titel :
Radar Symposium, 2008 International
Conference_Location :
Wroclaw
Print_ISBN :
978-83-7207-757-8
DOI :
10.1109/IRS.2008.4585716