Design of frequency selective surfaces using a novel MoM-ANN-GA technique

被引：0

作者：

Silva, Paulo H. da F. ^{[1
]}

Lacouth, Patric ^{[2
]}

Fontgalland, Glauco ^{[2
]}

Campos, Antonio L. P. S.

D'Assuncao, Adaildo G.

机构：

[1] CEFET PB GTEMA, Fed Ctr Technol Educ Paraiba, Joao Pessoa, PB, Brazil

[2] Federal Univ Campina Grande, Campinas, Brazil

来源：

2007 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE AND OPTOELECTRONICS CONFERENCE, VOLS 1 AND 2 | 2007年

关键词：

genetic algorithm; artificial neural networks; frequency selective surfaces; method of moments;

D O I：

暂无

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：

This work describes a new application of Genetic Algorithm (GA) for Frequency Selective Surfaces (FSS's) design. The work's innovation was the introduction of an Artificial Neural Network (ANN) as a fitness function into GA. The ANN model was trained with accurate data pro-tided by FSS's simulations using the Method of Moments (MoM). The founded advantages in the design of FSS devices using the technique through of genetic algorithm and neural networks are discussed and the results are presented as way to validate the new proposed technique.

引用

页码：275 / +

页数：2

共 50 条

[11] Infrared frequency selective surfaces: design, fabrication and measurement
Monacelli, B
Pryor, JB
Munk, BA
Kotler, D
Boreman, GD
INFRARED TECHNOLOGY AND APPLICATIONS XXX, 2004, 5406 : 879 - 886
[12] A Novel Element of Frequency Selective Surfaces for Stealth Radome
Xu, Nian-xi
Gao, Jin-song
Wang, Shan-shan
Feng, Xiao-guo
Zhao, Jing-li
Liang, Feng-chao
Wang, Yan-song
Chen, Xin
Zhu, Hua-xin
PROCEEDINGS OF THE 7TH NATIONAL CONFERENCE ON CHINESE FUNCTIONAL MATERIALS AND APPLICATIONS (2010), VOLS 1-3, 2010, : 355 - 358
[13] Design Method for Circularly Polarized Frequency Selective Surfaces
Zelenchuk, Dmitry
Fusco, Vincent
2016 10TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2016,
[14] Analysis and design of frequency selective surfaces using teragon patch elements for WLAN applications
Nobregaa, Clarissa de Lucena
da Silva, Marcelo Ribeiro
da Fonseca Silva, Paulo Henrique
D'Assuncao, Adaildo Gomes
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2014, 28 (11) : 1282 - 1292
[15] Improved Pullulan Production and Process Optimization Using Novel GA-ANN and GA-ANFIS Hybrid Statistical Tools
Badhwar, Parul
Kumar, Ashwani
Yadav, Ankush
Kumar, Punit
Siwach, Ritu
Chhabra, Deepak
Dubey, Kashyap Kumar
BIOMOLECULES, 2020, 10 (01)
[16] Design Optimization of Origami-Tunable Frequency Selective Surfaces
Fuchi, Kazuko
Sessions, Deanna
Gillman, Andrew
Meenakshisundaram, Venkatesh
Cook, Alexander
Huff, Gregory H.
Buskohl, Philip R.
IEEE OPEN JOURNAL OF ANTENNAS AND PROPAGATION, 2021, 2 : 897 - 910
[17] A simple fractal geometry to design multiband frequency selective surfaces
Campos, A. L. P. S.
da Silva Segundo, F. C. G.
Manicoba, R. H. C.
Gomes Neto, A.
D'Assuncao, A. G.
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2012, 54 (10) : 2321 - 2325
[18] Novel, straightforward procedure to design square loop frequency selective surfaces based on equivalent circuit model
Firouzfar, Amir
Afsahi, Majid
Orouji, Ali A.
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2020, 119
[19] Frequency Selective Surfaces Using Hexagonal Interwoven Structures
Vasquez-Peralvo, Juan A.
Fernandez-Gonzalez, Jose M.
Rigelsford, Jonathan M.
2020 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), 2021, : 265 - 266
[20] Design of Liquid Based Frequency Selective Surfaces Operating as Absorbers
De Sabata, Aldo
Silaghi, Andrei
Ionica, Cora
Pacurar, Octavian
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2024, 24 (04) : 75 - 82

← 1 2 3 4 5 →