Title :
Artificial neural networks modeling technique for fast analysis and design of multi-antenna systems
Author :
Addaci, Rafik ; Staraj, Robert
Author_Institution :
IFSTTAR-LEOST, Villeneuve-d´Ascq, France
Abstract :
A general analysis, design and optimization procedure of a neutralized multi-antenna system is suggested in this paper. This method, taking into account the ground plane dimension effect, uses the artificial neural networks (ANN) technique. The results calculated using the proposed model in both the analysis and design senses were compared with those obtained from commercial electromagnetic software simulator, and the results are in good agreement. ANN model has the further advantage of being very fast and to simultaneously give the responses of all the outputs both in the analysis and design sense.
Keywords :
antenna arrays; neural nets; telecommunication computing; ANN technique; artificial neural networks modeling technique; electromagnetic software simulator; ground plane dimension effect; multiantenna systems; optimization procedure; Analytical models; Artificial neural networks; Mathematical model; Microwave antennas; Mobile antennas; formatting; insert; style; styling;
Conference_Titel :
Antennas and Propagation (EuCAP), 2013 7th European Conference on
Conference_Location :
Gothenburg
Print_ISBN :
978-1-4673-2187-7
Electronic_ISBN :
978-88-907018-1-8