Detail publikace

Enhanced neural modeling of planar antennas and filters

Petr Šmíd, Zbyněk Raida, Jiří Horák

Originální název

Enhanced neural modeling of planar antennas and filters

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální 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.

Autoři

Petr Šmíd, Zbyněk Raida, Jiří Horák

Rok RIV

2006

Vydáno

4. 10. 2006

Nakladatel

Antenna Centre of Excellence

Místo

Nice (Francie)

ISBN

9-2909-2937-5

Kniha

Proceedings of the European Conference on Antennas and Propagation EuCAP 2006

Strany od

448

Strany do

451

Strany počet

4

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"
}