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Institutional Repository [SANDBOX]
Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/E8177FC2-26B4-4F3E-9E3A-2D38E8F9C883 | - |
| Language | en | - |
| Extent | 6 pages | en |
| Title | Smart antenna design using neural networks | en |
| Creator | Liodakis Georgios | en |
| Creator | Λιοδακης Γεωργιος | el |
| Creator | Theodoros N. Kapetanakis | en |
| Creator | Ioannis O. Vardiambasis | en |
| Creator | Melina P. Ioannidou | en |
| Creator | Andreas M. Maras | en |
| Content Summary | Optimizing 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 Item | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Full Paper | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-27 | - |
| Date of Publication | 2013 | - |
| Subject | Arrays, Antenna | en |
| Subject | antenna arrays | en |
| Subject | arrays antenna | en |
| Bibliographic Citation | T. 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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