Detail publikačního výsledku

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

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.

Anglický 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

ANN, neural networks, wire antennas, TD-MoM

Klíčová slova v angličtině

ANN, neural networks, wire antennas, TD-MoM

Autoři

LUKEŠ, Z., RAIDA, Z.

Vydáno

25.11.2003

Nakladatel

VSCHT ,Technická 5, Praha

Místo

Praha

ISBN

80-7080-526-9

Kniha

MATLAB 2003 Sborník příspěvků 11. ročníku konference

Edice

2.

Svazek

11.

Strany od

341

Strany počet

7

BibTex

@inproceedings{BUT9355,
  author="Zbyněk {Lukeš} and Zbyněk {Raida}",
  title="Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole",
  booktitle="MATLAB 2003 Sborník příspěvků 11. ročníku konference",
  year="2003",
  series="2.",
  volume="11.",
  number="1.",
  pages="7",
  publisher="VSCHT ,Technická 5, Praha",
  address="Praha",
  isbn="80-7080-526-9"
}