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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/8118
Title: Applications of neural networks in wireless communications
Authors: Patnaik, Amalendu
Anagnostou D.E.
Mishra R.K.
Christodoulou C.G.
Lyke J.C.
Published in: IEEE Antennas and Propagation Magazine
Abstract: In recent years, the art of using neural networks (NNs) for wireless-communication engineering has been gaining momentum. Although it has been used for a variety of purposes and in different ways, the basic purpose of applying neural networks is to change from the lengthy analysis and design cycles required to develop high-performance systems to very short product-development times. This article overviews the current state of research in this area. Different applications of neural-network techniques for wireless communication front ends are briefly reviewed, stressing the purpose and the way neural networks have been implemented, followed by a description of future avenues of research in this field.
Citation: IEEE Antennas and Propagation Magazine (2004), 46(3): 130-137
URI: https://doi.org/10.1109/MAP.2004.1374125
http://repository.iitr.ac.in/handle/123456789/8118
Issue Date: 2004
Keywords: Antenna arrays
Antennas
Land mobile radio cellular systems
Microstrip antennas
Multi-band antennas
Neural network applications
Neural networks
Wideband antennas
ISSN: 10459243
Author Scopus IDs: 7102813204
6701668156
7402648371
35465847700
57205900168
Author Affiliations: Patnaik, A., Dept. of Elec. and Comp. Engineering, University of New Mexico, Albuquerque, NM 87131, United States
Anagnostou, D.E., Dept. of Elec. and Comp. Engineering, University of New Mexico, Albuquerque, NM 87131, United States
Mishra, R.K., Department of Electronics, Berhampur University, Berhampur, Orissa 760 007, India
Christodoulou, C.G., Dept. of Elec. and Comp. Engineering, University of New Mexico, Albuquerque, NM 87131, United States
Lyke, J.C., Air Force Research Laboratory, VSSE, Kirtland AFB, Albuquerque, NM, United States
Corresponding Author: Patnaik, A.; Dept. of Elec. and Comp. Engineering, University of New Mexico, Albuquerque, NM 87131, United States
Appears in Collections:Journal Publications [ECE]

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