A Hybrid Method Based on Combining Artificial Neural Network and Fuzzy Inference System for Simultaneous Computation of Resonant Frequencies of Rectangular, Circular, and Triangular Microstrip Antennas

A hybrid method based on a combination of artificial neural network (ANN) and fuzzy inference system (FIS) is presented to calculate simultaneously the resonant frequencies of various microstrip antennas (MSAs) of regular geometries. The ANN is trained with the Bayesian regulation algorithm. An algo...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	IEEE transactions on antennas and propagation Ročník 55; číslo 3; s. 659 - 668
Hlavní autori:	Guney, K., Sarikaya, N.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York, NY IEEE 01.03.2007 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Antennas Applied sciences Artificial neural networks Backpropagation algorithms Bayesian methods Computer networks Exact sciences and technology Fuzzy Fuzzy inference system Fuzzy logic Fuzzy neural networks Fuzzy set theory Fuzzy systems Geometry Inference Inference algorithms Learning theory microstrip antenna (MSA) Microstrip antennas neural network Neural networks Radiocommunications Resonant frequencies Resonant frequency Telecommunications Telecommunications and information theory Fuzzy inference system Backpropagation algorithm Fuzzy system Least squares method Resonance frequency Microstrip antennas microstrip antenna (MSA) resonant frequency Neural network Fuzzy neural nets
ISSN:	0018-926X, 1558-2221
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!