Neurospectral modeling of rectangular patch with rectangular aperture in the ground plane

被引:1
作者
Djouane, Lotfi [1 ]
Bedra, Sami [2 ]
Bedra, Randa [2 ]
Fortaki, Tarek [2 ]
机构
[1] Univ Msila, Dept Elect, Msila 28000, Algeria
[2] Univ Batna, Dept Elect, Batna 05000, Algeria
关键词
Microstrip antenna; Artificial neural network; Design and modeling; Spectral domain; ARTIFICIAL NEURAL-NETWORKS; MICROSTRIP PATCH; INPUT IMPEDANCE; COMPUTATION; FREQUENCY; DESIGN;
D O I
10.1017/S1759078714001007
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this study, we propose an artificial neural network in conjunction with spectral domain approach (SDA), for fast and accurate determination of the resonant frequency and half-power bandwidth of rectangular patch over the ground plane with rectangular aperture. The performances evaluation of the neurospectral method reveals superiority over the conventional SDA model in terms of errors and time. The results obtained from the neurospectral method are in very good agreement with the experimental and theoretical results available in the literature. Finally, numerical results for the effect of rectangular aperture dimensions on the resonant characteristics of the rectangular patch are also investigated.
引用
收藏
页码:759 / 768
页数:10
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