DocumentCode :
2507630
Title :
Microwave circuits modeling using neural networks: overview of the results achieved at the faculty of electronic engineering in Nis
Author :
Milovanovi, Bratislav ; MarkoviC, Ver A. ; Marinkovic, Zlatica ; Stankovic, Zoran
Author_Institution :
Fac. of Electron. Eng., Nis Univ., Serbia
fYear :
2002
fDate :
26-28 Sept. 2002
Firstpage :
177
Lastpage :
184
Abstract :
This paper is an overview of the results in neural networks application in the microwave circuits modeling achieved within the Laboratory for Microwave Technique and Satellite Television at the Faculty of Electronic Engineering in Nis, Yugoslavia. Neural networks are applied in modeling either of passive or active structures. Modeling is performed using not only simple multilayer perceptron network but also advanced knowledge based neural network structures.
Keywords :
S-parameters; circuit CAD; circuit simulation; knowledge based systems; microstrip discontinuities; microwave circuits; multilayer perceptrons; Nis; Yugoslavia; knowledge based neural network; microstrip gap; microwave cavity; microwave circuits; modeling; multilayer perceptron; noise parameters; pHEMT; scattering parameters; Applicators; Electromagnetic heating; Integrated circuit modeling; Intelligent networks; Mathematical model; Microwave circuits; Microwave devices; Microwave theory and techniques; Neural networks; Radar antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2002. NEUREL '02. 2002 6th Seminar on
Print_ISBN :
0-7803-7593-9
Type :
conf
DOI :
10.1109/NEUREL.2002.1057994
Filename :
1057994
Link To Document :
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