Title :
Hybrid Empirical-Neural Model of Microwave Slotted Patch Antennas
Author :
Bratislav Milovanovic;Zoran Stankovic;Marija Milijic
Author_Institution :
Faculty of Electrical Engineering, University of Ni?, Serbia. phone +381-18-529 320
Abstract :
This paper presents a new hybrid empirical-neural model (HEN) for slotted patch antenna modeling. Unlike the model based on a classical multi-layer perceptron (MLP) network, the proposed HEN model includes an existing partial knowledge about both the resonant frequency fr behavior and the minimum value of S11 parameter (s11min) behavior of patch antenna, yielding more accurate determination of these patch antenna parameters
Keywords :
"Patch antennas","Resonant frequency","Resonance","Dielectric substrates","Neural networks","Microstrip antennas","Solid modeling","Seminars","Multilayer perceptrons","Mobile communication"
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2006. NEUREL 2006. 8th Seminar on
Print_ISBN :
1-4244-0432-0
DOI :
10.1109/NEUREL.2006.341207