Computation of resonant frequency for equilateral triangular microstrip antennas using the adaptive neuro-fuzzy inference system

被引:25
作者
Guney, K [1 ]
Sarikaya, N
机构
[1] Erciyes Univ, Fac Engn, Dept Elect Engn, TR-38039 Kayseri, Turkey
[2] Erciyes Univ, Civil Aviat Sch, Dept Aircraft Elect & Elect, TR-38039 Kayseri, Turkey
关键词
neuro-fuzzy inference system; ANFIS; microstrip antennas; resonant frequency;
D O I
10.1002/mmce.10125
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A,new method based on the adaptive neuro-fuzzy inference system (ANFIS) for calculating the resonant frequency of the equilateral triangular microstrip patch antenna is presented. The ANFIS has the advantages of the expert knowledge of the fuzzy inference system and the learning capability of neural networks. A hybrid-learning algorithm, which combines the least-square method and the backpropagation algorithm, is used to identify the parameters of ANFIS. The results of the new method show better agreement with the experimental results, as compared to the results of previous methods available in the literature. (C) 2004 Wiley Periodicals, Inc.
引用
收藏
页码:134 / 143
页数:10
相关论文
共 56 条
[1]   Effective patch radius expression obtained using a genetic algorithm for the resonant frequency of electrically thin and thick circular microstrip antennas [J].
Akdagli, A ;
Güney, K .
IEE PROCEEDINGS-MICROWAVES ANTENNAS AND PROPAGATION, 2000, 147 (02) :156-159
[2]  
Bahl I.J., 1980, MICROSTRIP ANTENNAS
[3]  
Bhartia P., 1991, MILLIMETER WAVE MICR
[4]  
Brown M, 1994, NEUROFUZZY ADAPTIVE
[5]   THEORETICAL AND EXPERIMENTAL STUDIES OF THE RESONANT FREQUENCIES OF THE EQUILATERAL TRIANGULAR MICROSTRIP ANTENNA [J].
CHEN, W ;
LEE, KF ;
DAHELE, JS .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1992, 40 (10) :1253-1256
[6]  
CONSTANTIN VA, 1995, FUZZY LOGIC NEUROFUZ
[7]   ON THE RESONANT FREQUENCIES OF THE TRIANGULAR PATCH ANTENNA [J].
DAHELE, JS ;
LEE, KF .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1987, 35 (01) :100-101
[9]   AN IMPROVED FORMULA FOR THE RESONANT FREQUENCIES OF THE TRIANGULAR MICROSTRIP PATCH ANTENNA [J].
GARG, R ;
LONG, SA .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1988, 36 (04) :570-570
[10]  
Garg R., 2001, MICROSTRIP ANTENNA D