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Smart antenna design using neural networks

Liodakis Georgios, Theodoros N. Kapetanakis, Ioannis O. Vardiambasis, Melina P. Ioannidou, Andreas M. Maras

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URIhttp://purl.tuc.gr/dl/dias/E8177FC2-26B4-4F3E-9E3A-2D38E8F9C883-
Languageen-
Extent6 pagesen
TitleSmart antenna design using neural networksen
CreatorLiodakis Georgiosen
CreatorΛιοδακης Γεωργιοςel
CreatorTheodoros N. Kapetanakisen
CreatorIoannis O. Vardiambasisen
CreatorMelina P. Ioannidouen
Creator Andreas M. Marasen
Content SummaryOptimizing antenna arrays to approximate desired far field radiation patterns is of exceptional interest in smart antenna technology. This paper shows how to apply artificial intelligence, in the form of neural networks, to achieve specific beam-forming with linear antenna arrays. Multilayer feed-forward neural networks are used to maximize multiple main beams’ radiation of a linear antenna array. In particular, a triple beam radiation pattern is presented in order to demonstrate the effectiveness and the reliability of the proposed approach. The results show that multilayer feed-forward neural networks are robust and can solve complex antenna problems.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-27-
Date of Publication2013-
SubjectArrays, Antennaen
Subjectantenna arraysen
Subjectarrays antennaen
Bibliographic CitationT. N. Kapetanakis, I. O. Vardiambasis, G. S. Liodakis, M.P. Ioannidou, and A.M. Maras, "Smart antenna design using neural networks," in Proc. 8th Intern. Conf.“New Horiz.in Indu., Busin. and Edu.”. (NHIBE 2013), August, pp. 130-135.en

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