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Journal of Computational Electronics
Published in:

28-02-2024

ANFIS-based impedance analysis of an infinite array of rectangular microstrip antennas

Authors: Mohammad Amin Kazemi, Saeed Reza Ostadzadeh

Published in: Journal of Computational Electronics | Issue 2/2024

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Abstract

We present the results of an efficient analysis–based on adaptive network fuzzy inference systems (ANFIS)–of the impedance an infinite array of rectangular microstrip antennas. In the proposed modeling approach, first, a number of input–output pairs (inputs include spacing between antennas, outputs include resonant frequency, quality factor, and input resistance) are computed from full-wave methods, and they are then used in the training process. An advantage of the proposed model in comparison with full-wave and approximate methods is that, after convergence of the training process, it bypasses the repeated use of complex computations for new inputs presented to it without any restriction. In addition, a comparison of the proposed model with those related to a single rectangular microstrip antenna shows considerable differences, especially for input resistance and quality factor, which is of importance in practical applications.
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Literature
1.
Sidney, P.A.: Adaptive arrays. IEEE Trans. Antennas Propagat. 24(5), 587–598 (1976)
2.
Pozar, D.M., et al.: Analysis of an infinite array of rectangular microstrip patches with idealized probe feeds. IEEE Trans. Antennas Propagat. 32(10), 1101–1107 (1984)CrossRef
3.
Kang, H. Lee., Sharad R. Laxpati.: FDTD analysis of an infinite array of microstrip patches. In: IEEE Antennas and Propagation Society International Symposium, pp. 21–26, (July 1996)
4.
Pues, H., Van de Capelle, A.: Accurate transmission-line model for the rectangular microstrip antenna. IEE Pro. 131(6), 334–340 (1984)
5.
Vanlil, E.H., Van de Capelle, A.R.: Transmission line model for mutual coupling between microstrip antennas. IEEE Trans. Electromag. Compat. 32(4), 816–821 (1984)
6.
Bahl, I. J., Bhartia, P.: Microstrip Antennas, 17. K. F. Lee and W. Chen, Advances in Microstrip Artech House, Dedham, MA, 1980.
7.
Akdagli, A., Guney, K.: Effective patch radius expression obtained using a genetic algorithm for the resonant frequency of electrically thin and thick circular microstrip antennas. Proc. Inst. Elect. Eng. 147, 156–159 (2000)
8.
Karaboga, D., Guney, K., Kaplan, A., Akdagli, A.: A new effective side length expression obtained using a modified tabu search algorithm for the resonant frequency of a triangular microstrip antenna. Int. J. RF Microw. Millim. Wave Comput. Aided Eng. 8, 4–10 (1998)CrossRef
9.
Liu, Q., Chew, W.C.: Curve-fitting formulas for fast determination of accurate resonant frequency of circular microstrip patches. Proc. Inst. Elect. Eng. 135, 289–292 (1988)
10.
Kara, M.: Closed-form expressions for the resonant frequency of rectangular microstrip antenna elements with thick substrates. Microwave Opt. Technol. Lett. 12, 131–136 (1996)CrossRef
11.
Ozer, S., Guney, K., Kaplan, A.: Computation of the resonant frequency of electrically thin and thick rectangular microstrip antennas with the use of fuzzy inference systems. Int. J. RF Microw. Millim. Wave Comput. Aided Eng. 10, 108–119 (2000)CrossRef
12.
Turker, N., Gunes, F., Yildirim, T.: Artificial neural design of microstrip antennas. Turk. J. Elec. Eng. 14(3), 445–453 (2006)
13.
Güney, K., Erler, M., Sagiroglu, S.: Artificial neural networks for the resonant resistance calculation of electrically thin and thick rectangular microstrip antennas. Electromagnetics 20(5), 387–400 (2000)CrossRef
14.
Karaboga, D., Güney, K., Sagiroglu, S., Erler, M.: Neural computation of resonant frequency of electrically thin and thick rectangular microstrip antennas. IEE Proc. Microw. Antennas Propagat. 146(5), 155–159 (1999)CrossRef
15.
Kalini, A., Sagiroglu, S., Sarikoc, F.: Parallel ant colony optimization algorithm based neural method for determining resonant frequencies of various microstrip antennas. Electromagnetics 30(5), 463–481 (2010)CrossRef
16.
Sinan Gultekin, S., Guney, K., Sagiroglu, S.: Neural networks for the calculation of bandwidth of rectangular microstrip antennas. J. Adv. Geosp. Sci. Technol. (JAGST) 15(1), 147–160 (2013)
17.
Kayabasi, A.: Analysis and synthesis of equilateral triangular ring microstrip antenna using support vector machine. ACES J. 33, 6 (2018)
18.
Angiulli, G., Versaci, M.: Resonant frequency evaluation of microstrip antennas using a neural-fuzzy approach. IEEE Trans. Antennas Propagat. 39, 3 (2003)
19.
Guney, K., Sarikaya, N.: 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. IEEE Trans. Antennas Propagat 55(3), 659–668 (2007)CrossRef
20.
Rop, K.V., Konditi, D.B.O., Ouma, H.A., Musyoki, S.M.: Parameter optimization in design of a rectangular microstrip patch antenna using adaptive neuro-fuzzy inference system technique. Int. J. Techn. Phys. Probl. Eng. (IJTPE) 4(3), 16–23 (2012)
21.
Rop, K.V., Konditi, D.B.O., Ouma, H.A., Musyoki, S.M.: Application of adaptive neuro-fuzzy inference system technique in design of rectangular microstrip patch antenna. J. Adv. Geospat. Sci. Technol. (JAGST) 15(1), 147–160 (2013)
22.
Jacobs, J.P.: Efficient resonant frequency modeling for dual-Band microstrip antennas by Gaussian process regression. IEEE Antennas Wirel. Propagat. Lett. 14, 337–341 (2015)CrossRef
23.
Sri Rama Krishna, K.: Bandwidth and mutual coupling analysis of a circular microstrip MIMO antenna using artificial neural networks. Arab. J. Sci. Eng. 41, 3231–3238 (2016)CrossRef
24.
Sotyohadi*, Riken Afandi, and Dony Rachmad Hadi, “Design and Bandwidth optimization on triangle patch microstrip antenna for WLAN 2.4 GHz “, In:3rd International Conference on Electrical Systems, Technology and Information (ICESTI 2017).
25.
Jang, J.-S.R.: ANFIS: Adaptive-network-based fuzzy inference system. IEEE Trans. Syst. Man Cybern. 23, 665–685 (1993)CrossRef
26.
Ostadzadeh, S.R.: Application of ANFIS technique for wide-band modeling of overvoltage of single-conductor overhead lines with arrester above dispersive and two-layer soils. AUT J. Elec. Eng. 55(2), 241–254 (2023)
27.
Aghajani, V., Sajjadi, S.S., Ostadzadeh, S.R.: Design of grounding vertical rods buried in complex soils based on adaptive network-based fuzzy inference systems. J. Commun. Eng. 7, 2 (2018)
28.
Christodoulous, C., Georgiopoulos, M.: Applications of Neural Networks in Electromagnetics. Artech House, Boston, MA (2001)
29.
Takagi, T., Sugeno, M.: Fuzzy identification of systems and its application to modeling and control. IEEE Trans. Syst. Man Cybern.. SMC-15, 1 (1985).
30.
Jackson, D.R., Alexopoulo, N.G.: Simple approximate formulas for input resistance, bandwidth, and efficiency of a resonant rectangular patch. IEEE Trans. Antennas Propagat. 39(3), 407–410 (1991)CrossRef
31.
Bahrami, A., Ostadzadeh, S.R.: Back scattering from single, finite, and infinite array of nonlinear antennas based on intelligent water drops. Int. J. Comput. Math. Electr. Electron. Eng. 38, 2040–2056 (2019)CrossRef
32.
Samiian, H., Ostadzadeh, S.R., Mirzaie, A.: Application of intelligent water drops in transient analysis of single conductor overhead lines terminated to grid-grounded arrester under direct lightning strikes. J. Commun. Eng. 5(1), 50–59 (2016)
33.
Bahrami, A., Ostadzadeh, S.R.: Comprehensively efficient analysis of nonlinear wire scatterers considering lossy ground and multi-tone excitations. Appl. Comput. Electromagn. Soc. J. (ACES) 35(8), 878–886 (2020)CrossRef
Metadata
Title
ANFIS-based impedance analysis of an infinite array of rectangular microstrip antennas
Authors
Mohammad Amin Kazemi
Saeed Reza Ostadzadeh
Publication date
28-02-2024
Publisher
Springer US
Published in
Journal of Computational Electronics / Issue 2/2024
Print ISSN: 1569-8025
Electronic ISSN: 1572-8137
DOI
https://doi.org/10.1007/s10825-024-02140-1

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