http://repository.iitr.ac.in/handle/123456789/8476| Title: | Neurocomputational analysis of a multiband reconfigurable planar antenna |
| Authors: | Patnaik, Amalendu Anagnostou D. Christodoulou C.G. Lyke J.C. |
| Published in: | IEEE Transactions on Antennas and Propagation |
| Abstract: | Procedures using neural networks are developed for characterizing multiband reconfigurable antennas. A multilayer perceptron (MLP) is used to locate the operational frequency bands of the antenna at different reconfigured conditions. Another self-organizing map (SOM) neural network accomplishes the task of locating the switches to be turned ON for a desired frequency response. The developed formulation is tested on a laboratory prototype antenna. © 2005 IEEE. |
| Citation: | IEEE Transactions on Antennas and Propagation (2005), 53(11): 3453-3458 |
| URI: | https://doi.org/10.1109/TAP.2005.858617 http://repository.iitr.ac.in/handle/123456789/8476 |
| Issue Date: | 2005 |
| Keywords: | Multilayer perceptron (MLP) Neural networks Reconfigurable antenna Self-organizing map (SOM) |
| ISSN: | 0018926X |
| Author Scopus IDs: | 7102813204 6701668156 35465847700 57205900168 |
| Author Affiliations: | Patnaik, A., Department of Electronics and Communication Engineering, National Institute of Science and Technology, Berhampur-761008, India Anagnostou, D., Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM 87131, United States Christodoulou, C.G., Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM 87131, United States Lyke, J.C., Air Force Research Laboratory/VSSE, Kirtland AFB, Albuquerque, NM 87117, United States |
| Funding Details: | A. Patnaik thanks the Department of Science and Technology (DST), Government of India, for awarding him the BOYSCAST Fellowship, during which this work was done. |
| Corresponding Author: | Patnaik, A.; Department of Electronics and Communication Engineering, National Institute of Science and Technology, Berhampur-761008, India; email: apatnaik@ieee.org |
| Appears in Collections: | Journal Publications [ECE] |
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