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.
Original language | English |
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Pages (from-to) | 130-137 |
Number of pages | 8 |
Journal | IEEE Antennas and Propagation Magazine |
Volume | 46 |
Issue number | 3 |
DOIs | |
Publication status | Published - Jun 2004 |
Keywords
- Antenna arrays
- Antennas
- Land mobile radio cellular systems
- Microstrip antennas
- Multi-band antennas
- Neural network applications
- Neural networks
- Wideband antennas
ASJC Scopus subject areas
- Condensed Matter Physics
- Electrical and Electronic Engineering