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

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F03%3APU38518" target="_blank" >RIV/00216305:26220/03:PU38518 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Design of Microwave Antennas: Neural Network Approach to Time Domain Modeling of V-Dipole
Original language description
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 patterrns 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.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year
2003
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
MATLAB 2003 Sborník příspěvků 11. ročníku konference
ISBN
80-7080-526-9
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
341-347
Publisher name
VSCHT ,Technická 5, Praha
Place of publication
Praha
Event location
Praha
Event date
Nov 25, 2003
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
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