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Application of the Neural Network to the Synthesis of Multibeam Antennas Arrays

Authors: Ridha Ghayoula, Mbarek Traii, Ali Gharsallah

Abstract:

In this paper, we intend to study the synthesis of the multibeam arrays. The synthesis implementation-s method for this type of arrays permits to approach the appropriated radiance-s diagram. The used approach is based on neural network that are capable to model the multibeam arrays, consider predetermined general criteria-s, and finally it permits to predict the appropriated diagram from the neural model. Our main contribution in this paper is the extension of a synthesis model of these multibeam arrays.

Keywords: Multibeam, modelling, neural networks, synthesis, antennas.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1078265

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References:


[1] L .Merad, S.M. Meriah et F.T. Bendimerad "Application des Réseaux Neuronaux pour la Modélisation et l-Optimisation de Réseaux d-Antennes Imprimées " Université Abou-Bekr Belkaïd -Tlemcen.
[2] Najib Fadlallah "Contribution ├á l-optimisation de la synthèse du lobe de rayonnement pour une antenne intelligente. Application ├á la conception de réseaux ├á déphasage " thèse -2005.
[3] I..J. Bahl, P. Bhartia, " Microstrip antennas",Artech House, USA, 1980.
[4] Y. Chunyang, G. Deyuan, W. Wenbing, "Non uniform linear antenna array optimization -genetic algorithm approach ", ISAE-97 proceeding, 1997.
[5] B. Muller, J. Reinhardt, M. T Strckland, "Neural networks an introduction", Springer-verlang, Berlin Heidlberg, 1995.
[6] Y. Hammou, M. Zerikat, A. Belaidi, "Application des réseaux de neurones pour l-identification d-un moteur ├á courant continu en vue de son contr├┤le ",COMAEI-96, Tlemcen, 1996.
[7] Miodrag, Mikavica, Aleksandar, Nesic, "CAD for linear and planar antenna arrays of variousradiating elements", Artech House, Inc, 1992.
[8] H. Demuth, M. Beale, "Neural network toolbox for use with Matlab ", Users guide, mathworks, 1997.
[9] F. Sagnard, B. Uguen, G. El Zein " Etude de l-émission et de la réception de signaux pulsionnels par des antennes Ultra large bande : modélisation et expérimentation " IETR-UMR CNRS.
[10] Juan A. Torres-Rosario "Implementation of a Phased Array Antenna using Digital Beamforming " . Master of Sciences in Electrical Engineering University of Puerto Rico Mayag├╝ez Campus 2005.