Result Details

Enhanced neural modeling of planar antennas and filters

Petr Šmíd, Zbyněk Raida, Jiří Horák. Enhanced neural modeling of planar antennas and filters. In Proceedings of the European Conference on Antennas and Propagation EuCAP 2006. Nice (Francie): Antenna Centre of Excellence, 2006. 4 p. ISBN: 9-2909-2937-5.
Type
conference paper
Language
English
Authors
Raida Zbyněk, prof. Dr. Ing., UREL (FEEC)
Šmíd Petr, Ing., Ph.D.
Horák Jiří, Ing., Ph.D., UREL (FEEC)
Abstract

The paper deals with an enhanced neural modeling algorithm based on incorporation of both, global optimization method and local one. Proposed algorithm depresses disadvantages of classical neural modeling. A neural model of the low-pass filter is trained to behave as a numerical one, which is analyzed in Zeland IE3D. Both, the neural model and the numerical one are optimized using particle swarm optimization method (PSO). Finally, the results of optimization are compared.

Keywords

Artificial neural networks, planar microwave structures, pso.

Published
2006
Pages
4
Proceedings
Proceedings of the European Conference on Antennas and Propagation EuCAP 2006
Conference
European Conference on Antennas and Propagation EuCAP 2006
ISBN
9-2909-2937-5
Publisher
Antenna Centre of Excellence
Place
Nice (Francie)
BibTeX 
@inproceedings{BUT24886,
  author="Zbyněk {Raida} and Petr {Šmíd} and Jiří {Horák}",
  title="Enhanced neural modeling of planar antennas and filters",
  booktitle="Proceedings of the European Conference on Antennas and Propagation EuCAP 2006",
  year="2006",
  pages="4",
  publisher="Antenna Centre of Excellence",
  address="Nice (Francie)",
  isbn="9-2909-2937-5"
}
Departments
Department of Radio Electronics (UREL)
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