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Elliptical Antenna Array Synthesis using Evolutionary Computing Tools

  • Research Article-Electrical Engineering
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Abstract

Elliptical antenna arrays (EAA) are capable of steering the principal beam to any direction, and they possess ease in realization as they need not be perfectly circular in shape. Novel evolutionary computing tools (ECT) can be used to design EAA without much complexity. In this paper, the design of EAA is transformed and addressed as an optimization problem. Unlike previous efforts, the eccentricity of the ellipse is included along with the design parameters like amplitude and angular position in the optimization process. This enhances the search capability and provides a better solution in terms of lower sidelobe level (SLL) for a fixed uniform first null beamwidth (FNBW). The search capability within the solution space is directly proportional to the number of search parameters. In this work, eccentricity is the additional search parameter that enhances the degree of freedom. Accordingly, it is optimized along with other design parameters rather than taking some discrete values, likewise in the parametric analysis as performed in the relevant available literature. Both the flower pollination algorithm and accelerated particle swarm optimization algorithm are used for synthesizing the EAA with the objective of SLL suppression and fixed uniform FNBW. It is evident from the results that the improvement in the SLL suppression is due to the inclusion of the additional design parameter.

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References

  1. Raju, G.S.N.: Antennas and Wave Propagation. Pearson Education India (2006)

  2. Godara, L.C. (ed.): Handbook of Antennas in Wireless Communications. CRC Press (2018)

  3. Rahmat-Samii, Y.; Michielssen, E.: Electromagnetic optimization by genetic algorithms. Microw. J. 42(11), 232–232 (1999)

    MATH  Google Scholar 

  4. Swathi, A.V.S.; Chakravarthy, V.V.S.S.S.; Krishna, M.V.: Circular antenna array optimization using modified social group optimization algorithm. Soft Comput. (2021). https://doi.org/10.1007/s00500-021-05778-2

  5. Sharaqa, A.; Dib, N.: Position-only side lobe reduction of a uniformly excited elliptical antenna array using evolutionary algorithms. IET Microw. Antennas Propag. 7(6), 452–457 (2013)

    Article  Google Scholar 

  6. Lema, G.G.; Tesfamariam, G.T.; Mohammed, M.I.: A novel elliptical-cylindrical antenna array for radar applications. IEEE Trans. Antennas Propag. 64(5), 1681–1688 (2016)

    Article  Google Scholar 

  7. Bera, R.; Mandal, D.; Kar, R.; Ghoshal, S.P.: Optimal design of single and multi-ring planar array antenna using simplex-PSO. IETE J. Res. 63(6), 881–892 (2017)

    Article  Google Scholar 

  8. Sharaqa, A.; Dib, N.: Design of linear and elliptical antenna arrays using biogeography based optimization. Arab. J. Sci. Eng. 39(4), 2929–2939 (2014)

    Article  Google Scholar 

  9. Guney, K.; Durmus, A.: Elliptical antenna array synthesis using backtracking search optimisation algorithm. Def. Sci. J. 66(3), 272–277 (2016). https://doi.org/10.14429/dsj.66.9583

    Article  Google Scholar 

  10. Bera, R.; Roy, J.S.: Thinning of elliptical and concentric elliptical antenna arrays using particle swarm optimization. Microw. Rev. 19(1), 2–7 (2013)

    Google Scholar 

  11. Bera, R.; Mandal, D.; Kar, R.; Ghoshal, S.: Optimal design of elliptical array antenna using opposition based differential evolution technique. ACES J. 32(9), 833–841 (2017)

    Google Scholar 

  12. Bera, R.; Mandal, D.; Ghoshal, S.P.; Kar, R.: Optimal design of concentric elliptical array antenna for maximum side-lobe level reduction using particle swarm optimization with aging leader and challengers. In: 2016 International Conference on Communication and Signal Processing (ICCSP), pp. 1817–1821. IEEE (2016)

  13. Neyestanak, A.L.; Ghiamy, M.; Naser-Moghaddasi, M.; Saadeghzadeh, R.A.: Investigation of hybrid elliptical antenna arrays. IET Microw. Antennas Propag. 2(1), 28–34 (2008)

    Article  Google Scholar 

  14. Sadeghzadeh, R.A.; Lotfi, N.A.A.; Naser, M.M.; Ghiami, M.: A comparison of various hybrid elliptical antenna arrays. Iran. J. Electr.Comput. Eng. 7(2), 98–106 (2008)

    Google Scholar 

  15. Dib, N.; Amaireh, A.; Al-Zoubi, A.: On the optimal synthesis of elliptical antenna arrays. Int. J. Electron. 106(1), 121–133 (2019)

    Article  Google Scholar 

  16. Amaireh, A.A.; Dib, N.I.; Al-Zoubi, A.S.: The optimal synthesis of concentric elliptical antenna arrays. Int. J. Electron. 107(3), 461–479 (2020)

    Article  Google Scholar 

  17. Misra, B.; Mahanti, G.K.: Side lobe level reduction of thinned concentric elliptical array antenna in vertical and horizontal plane for a desired peak directivity. Int. J. Numer. Model.: Electron. Netw., Dev. Fields 34(1), e2785 (2021)

    Article  Google Scholar 

  18. Kennedy, J.; Eberhart, R.: Particle swarm optimization. In: Proceedings of ICNN'95-International Conference on Neural Networks, vol. 4, pp. 1942–1948. IEEE (1995)

  19. Yang, X.S.; Deb, S.; Fong, S.: Accelerated particle swarm optimization and support vector machine for business optimization and applications. In: International Conference on Networked Digital Technologies (pp. 53–66). Springer, Berlin, Heidelberg (2011)

  20. Zhang, H.; Yang, Z.: Accelerated particle swarm optimization to solve large-scale network plan optimization of resource-leveling with a fixed duration. Math. Probl. Eng. 2018, 1–12 (2018). https://doi.org/10.1155/2018/9235346

    Article  Google Scholar 

  21. Qin, Y.; Huangfu, W.; Zhang, H.; Liu, W.; Long, K.: Accelerated coverage optimization with particle swarm in the quotient space characterizing antenna azimuths of cellular networks. IEEE Access 7, 86252–86264 (2019)

    Article  Google Scholar 

  22. Paladuga, C.S.; Vedula, C.V.; Anguera Pros, J.; Mishra, R.K.; Andújar Linares, A.: Performance of beamwidth constrained linear array synthesis techniques using novel evolutionary computing tools. ACES J. 33(3), 273–278, (2018)

    Google Scholar 

  23. Yang, X.S.: Flower pollination algorithm for global optimization. In: International Conference on Unconventional Computing and Natural Computation, pp. 240–249. Springer, Berlin, Heidelberg (2012)

  24. Chakravarthy, V.S.; Terlapu, S.K.; Chowdary, P.S.R.; Rao, T.V.; Satapathy, S.C.: On the convergence of synthesis of desired nulls from circular arrays using flower pollination algorithm. In: Proceedings of 2nd International Conference on Micro-Electronics, Electromagnetics and Telecommunications, pp. 475–489. Springer, Singapore (2018)

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Correspondence to V. V. S. S. S. Chakravarthy.

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Chakravarthy, V.V.S.S.S., Chowdary, P.S.R., Dib, N. et al. Elliptical Antenna Array Synthesis using Evolutionary Computing Tools. Arab J Sci Eng 47, 2807–2824 (2022). https://doi.org/10.1007/s13369-021-05852-9

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  • DOI: https://doi.org/10.1007/s13369-021-05852-9

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