Detail výsledku

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.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Raida Zbyněk, prof. Dr. Ing., UREL (FEKT)
Šmíd Petr, Ing., Ph.D.
Horák Jiří, Ing., Ph.D., UREL (FEKT)
Abstrakt

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.

Klíčová slova

Artificial neural networks, planar microwave structures, pso.

Rok
2006
Strany
4
Sborník
Proceedings of the European Conference on Antennas and Propagation EuCAP 2006
Konference
European Conference on Antennas and Propagation EuCAP 2006
ISBN
9-2909-2937-5
Vydavatel
Antenna Centre of Excellence
Místo
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"
}
Pracoviště
Ústav radioelektroniky (UREL)
Nahoru