Detail výsledku
Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole
Raida Zbyněk, prof. Dr. Ing.
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.
ANN, neural networks, wire antennas, TD-MoM
@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"
}