Detail publikace

Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole

LUKEŠ, Z., RAIDA, Z.

Originální název

Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper deals with the analysis of a wire V-dipole by Time-Domain Method of Moments (TD-MoM) and with approximating full-wave results by an artificial neural network. In the first part, the numerical analysis of a wire V-dipole is described and implemented in MATLAB. The numerical solution is compared with published results. In the second part, the numerical model of a wire V-dipole is used as a teacher of an artificial neural network (ANN) from the Neural Network Toolbox of Matlab. The input patterns of ANN consist of doublets [the length of the antenna arm; the angle between the arms]. The output targets of ANN are corresponding current responses in the source cell. For modeling, three different types of ANN are used and their properties are compared.

Klíčová slova v angličtině

TD-MoM,V-dipole, Nerural network, ANN

Autoři

LUKEŠ, Z., RAIDA, Z.

Rok RIV

2003

Vydáno

29. 9. 2003

Nakladatel

Polytecnico di Torino

Místo

Geda Grafica&Stampa Nichelino (Torino) Italy

ISBN

88-8202-008-8

Kniha

Proceedings of of the International Conference on Electromagnetics in Advanced Applications ICEAA 03

Edice

Neuveden

Číslo edice

1

Strany od

7

Strany do

10

Strany počet

4

BibTex

@inproceedings{BUT8147,
  author="Zbyněk {Lukeš} and Zbyněk {Raida}",
  title="Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole",
  booktitle="Proceedings of of the International Conference on Electromagnetics in Advanced Applications ICEAA 03",
  year="2003",
  series="Neuveden",
  volume="Neuveden",
  number="1",
  pages="4",
  publisher="Polytecnico di Torino",
  address="Geda Grafica&Stampa Nichelino (Torino) Italy",
  isbn="88-8202-008-8"
}