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Synthesis of Reconfigurable Multiple Shaped Beams of a Concentric Circular Ring Array Antenna Using Evolutionary Algorithms

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The approach described in this paper uses evolutionary algorithms to create multiple-beam patterns for a concentric circular ring array (CCRA) of isotropic antennas using a common set of array excitation amplitudes. The flat top, cosec2, and pencil beam patterns are examples of multiple-beam patterns. All of these designs have an upward angle of θ = 0◦. All the patterns are further created in three azimuth planes (φ = 0◦, 5◦, and 10◦). To create the necessary patterns, non-uniform excitations are used in combination with evenly spaced isotropic components. For the flat top and cosecant-squared patterns, the best combination of common components, amplitude and various phases is applied, whereas the pencil beam pattern is produced using the common amplitude only. Differential evolutionary algorithm (DE), genetic algorithm (GA), and firefly algorithm (FA) are used to generate the best 4-bit discrete magnitudes and 5-bit discrete phases. These discrete excitations aid in lowering the feed network design complexity and the dynamic range ratio (DRR). A variety of randomly selected azimuth planes are used to verify the excitations as well. With small modifications in the desired parameters, the patterns are formed using the same excitation. The results proved both the efficacy of the suggested strategy and the dominance of DE over GA as well as FA.
Rocznik
Tom
Strony
8--17
Opis fizyczny
Bibliogr. 34 poz., rys., tab., wykr.
Twórcy
  • K. K. University, Bihar, India
  • Department of Electronics and Communication Engineering, Ramchandra Chandravansi University, Bishrampur, Palamu, Jharkhand, India
Bibliografia
  • [1] C.A. Balanis, Antenna Theory: Analysis and Design, 2nd edition. New York: Willy, 1997 (ISBN: 9780471592686).
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  • [5] X. Diaz, J.A. Rodriguez, F. Ares, and E. Moreno, “Design of phase- differentiated multiple pattern antenna arrays”, Microwave and Optical Technology Letters, vol. 26, no. 1, pp. 52– 53, 2000 (https://doi.org/10.1002/(SICI)1098- 2760(20000705)26:1<52::AID-MOP16>3.0.CO;2-0).
  • [6] G. Buttazzoni and I.R. Vescovo, “Reconfigurable antenna arrays with phase-only control in the presence of near-field nulls”, Journal of Telecommunications and Information Technology, no. 3, pp. 88– 93, 2017 (https://doi.org/10.26636/jtit.2017.118817).
  • [7] J. Lei, G. Fu, L. Yang, and D.M. Fu, “Wide band linear printed antenna array with low sidelobe cosecant square-shaped beam pattern”, Progress in Electromagnetics Research C, vol. 15, pp. 233– 241, 2010 (https://doi.org/10.2528/PIERC10072506).
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  • [9] G.K. Mahanti, A. Chakraborty, and S. Das, “Phase-only and amplitude-phase only synthesis of dual-beam pattern linear antenna arrays using floating-point genetic algorithms”, Progress in Electromagnetics Research, vol. 68, pp. 247–259 , 2007 (https://doi.org/10.2528/PIER06072301).
  • [10] M. Durr, A. Trastoy, and F. Ares, “Multiple-pattern linear antenna arrays with single prefixed amplitude distributions: modified Woodward-Lawson synthesis”, Electronics Letters, vol. 36, no. 16, pp. 1345– 1346, 2000 (https://doi.org/10.1049/el:20000980).
  • [11] S.K. Dubey and D. Mandal, “Digitally controlled steered dual beam pattern synthesis of a rectangular planar array antenna in a range of azimuth plane using evolutionary algorithms”, Progress in Electromagnetics Research C, vol. 114, pp. 185– 202, 2021 (https://doi.org/10.2528/PIERC21062303).
  • [12] A. Chakraborty, B. Das, and G. Sanyal, “Beam shaping using nonlinear phase distribution in a uniformly spaced array”, IEEE Transactions on Antennas and Propagation, vol. 30, no. 5, pp. 1031– 1034, 1982.
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  • [14] A. Chatterjee, G K. Mahanti, and A. Chatterjee, “Design of a fully digital controlled reconfigurable switched beam concentric ring array antenna using firefly and particle swarm optimization algorithm”, Progress in Electromagnetics Research B, vol. 36, pp. 113 –131, 2012 (https://doi.org/10.2528/PIERB11083005).
  • [15] A. Chatterjee, G.K. Mahanti, and R.P.S. Mahapatra, “Design of fully digital controlled reconfigurable dual-beam concentric ring array antenna using gravitational search algorithm”, Progress in Electromagnetics Research B, vol. 18, pp. 59 –72, 2011 (https://doi.org/10.2528/PIERC10101806).
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  • [18] Y. Aslan, A. Roederer, and A. Yarovoy, “Concentric ring array synthesis for low side lobes: An overview and a tool for optimizing ring radii and angle of rotation”, IEEE Access, vol. 9, pp. 120744 –120754, 2021 (https://doi.org/10.1109/ACCESS.2021.3109171).
  • [19] Y. Jiang, S. Zhang, Q. Guo, and M. Li, “Synthesis of uniformly excited concentric ring arrays using the improved integer GA”, IEEE Antennas and Wireless Propagation Letters, vol. 15, pp. 1124–1127, 2016 (https://doi.org/10.1109/LAWP.2015.2496173).
  • [20] R. Storn and K. Price, “Differential evolution: a simple and efficient heuristic for global optimization over continuous spaces”, Journal of Global Optimization, vol. 11, no. 4, pp. 341– 359, 1997 (https://doi.org/10.1023/A:1008202821328).
  • [21] K.V. Price, R. Storn, and J.A. Lampinen, Differential Evolution – A Practical Approach to Global Optimization. New York: Springer, 2005 (ISBN: 9783540209508).
  • [22] S. Das, A. Abraham, U.K. Chakraborty, and A. Konar, “Differential evolution using a neighborhood-based mutation operator”, IEEE Transactions on Evolutionary Computation, vol. 13, no. 3, pp. 526–553 , 2009 (https://doi.org/10.1109/TEVC.2008.2009457).
  • [23] J. Guo and J. Li, “Pattern synthesis of conformal array antenna in the presence of platform using differential evolution algorithm”, IEEE Transactions on Antennas and Propagation, vol. 57, no. 9, pp. 2615–2621 , 2009 (https://doi.org/10.1109/TAP.2009.2027046).
  • [24] Q. Xiaomei, H. Zhehuang, and C. Yidong, “An improved differential evolution algorithm based on adaptive parameter”, Journal of Control Science and Engin., vol. 2013 , 2013 (https://doi.org/10.1155/2013/462706).
  • [25] S. Yang, Y.B. Gan, and A. Qing, “Sideband suppression in time-modulated linear arrays by the differential evolution algorithm”, IEEE Transactions on Antennas and Propagations Letters, vol. 1, no. 1, pp.173– 175, 2002 (https://doi.org/10.1109/LAWP.2002.807789).
  • [26] A. Massa, M. Pastorino, and A. Randazzo, “Optimization of the directivity of a monopulse antenna with a subarray weighting by a hybrid differential evolution method”, IEEE Transactions on Antennas and Propagations Letters, vol. 5, no. 1 , pp. 155– 158, 2006 (https://doi.org/10.1109/LAWP.2006.872435).
  • [27] X.S. Yang, “Firefly algorithms for multimodal optimization”, in Stochastic Algorithms: Foundations and Applications. LNCS, vol. 5792, pp. 169–178, 2009 (https://doi.org/10.1007/978-3-642-04944-6_14).
  • [28] S. Łukasik and S. Żak, “Firefly algorithm for continuous constrained optimization tasks”, in Computational Collective Intelligence. Semantic Web, Social Networks and Multi agent Systems. LNCS, vol. 5796, pp. 97–106 , 2009 (https://doi.org/10.1007/978-3-642-04441-0_8).
  • [29] X.S. Yang, Engineering Optimization: An Introduction with Metaheuristic Applications. Wiley, 2010 (ISBN: 9780470582466).
  • [30] R.L. Haupt, “Introduction to genetic algorithms for electromagnetics”, IEEE Antennas and Propagation Magazine, vol. 37, no. 2, pp. 7 –15, 1995 (https://doi.org/10.1109/74.382334).
  • [31] K.F. Man, K.S. Tang, and S. Kwong, “Genetic algorithms: Concepts and applications”, IEEE Transactions on Industrial Electronics, vol. 43, no. 5, pp. 519–534, 1996 (https://doi.org/10.1109/41.538609).
  • [32] J.M. Johnson and Y. Rahmat-Samii, “Genetic algorithms in engineering electromagnetics”, IEEE Antennas and Propagation Magazine, vol. 39, no. 4, pp. 7–21, 1997 (https://doi.org/10.1109/74.632992).
  • [33] D. Marcano, and F. Duran, “Synthesis of antenna arrays using genetic algorithm”, IEEE Antennas and Propagation Magazine, vol. 42, no. 3, pp. 12– 20, 2000 (https://doi.org/10.1109/74.848944).
  • [34] M.A. Panduro, A.L. Mendez, R. Dominguez, and G. Romero, “Design of non-uniform circular antenna arrays for side lobe reduction using the method of genetic algorithms”, International Journal of Electronics and Communications, vol. 60, no. 10, 713–717, 2006 (https://doi.org/10.1016/j.aeue.2006.03.006).
Uwagi
1. W artykule błędny ORCID dla Dubey Sanjay Kumar
2. Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-ca85ceee-4f6b-4a4c-9be1-42ad3a2df75d
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