Applications of neural networks in wireless communications

Amalendu Patnaik, Dimitrios E. Anagnostou, Rabindra K. Mishra, Christos G. Christodoulou, J. C. Lyke

Research output: Contribution to journalArticle

42 Citations (Scopus)

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 languageEnglish
Pages (from-to)130-137
Number of pages8
JournalIEEE Antennas and Propagation Magazine
Volume46
Issue number3
DOIs
Publication statusPublished - 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

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