Pregled bibliografske jedinice broj: 653636
Design and Feed Position Estimation for Circular Microstrip Antenna Based on Neural Network Model Optimized by PSO
Design and Feed Position Estimation for Circular Microstrip Antenna Based on Neural Network Model Optimized by PSO // ICECom 2013 Conference Proceedings / Bonefačić, Davor ; Šipuš, Zvonimir (ur.).
Dubrovnik: Hrvatsko društvo za komunikacije, računarstvo, elektroniku, mjerenja I automatiku (KoREMA), 2013. str. 26-29 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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Naslov
Design and Feed Position Estimation for Circular Microstrip Antenna Based on Neural Network Model Optimized by PSO
Autori
Vilović, Ivan ; Burum, Nikša
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
ICECom 2013 Conference Proceedings
/ Bonefačić, Davor ; Šipuš, Zvonimir - Dubrovnik : Hrvatsko društvo za komunikacije, računarstvo, elektroniku, mjerenja I automatiku (KoREMA), 2013, 26-29
ISBN
978-953-6037-65-0
Skup
21st International Conference on Applied Electromagnetics and Communications
Mjesto i datum
Dubrovnik, Hrvatska, 14.10.2013. - 16.10.2013
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
neural network; circular microstrip antenna; phyisical radius; effective radius; feed position; input impedance.
Sažetak
In this paper a design and feed position determination for circular microstrip antenna based on neural network models are presented. Multilayer perceptron (MLP) is developed for antenna design. The physical and effective radius, as well as, directivity is obtained by MLP neural network. Radial basis function (RBF) neural network is used for feed position estimation. The obtained results are showed good matching with experimentally obtained results.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
