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Design of Antenna Arrays Using Chaotic Jaya Algorithm

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 949))

Abstract

Antenna arrays are commonly used in communication systems to enhance desired radiation properties. The optimum design of antenna arrays is an important problem as it greatly affects the efficiency of the communication system. In this work, a variation of Jaya algorithm, i.e., Chaotic Jaya, is used to design planar antenna arrays to get minimized side lobe levels (SLL) thus improving the directivity. Two design examples of planar antenna arrays (concentric circular and hexagonal) are formulated by considering different inter-element spacings. Comparison of results between Chaotic Jaya algorithm and few other algorithms is done to demonstrate the algorithm’s efficiency. The Chaotic Jaya algorithm was able to get much-reduced side lobe levels.

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References

  1. Basu, B., Mahanti, G.K.: Thinning of concentric two-ring circular antenna array using firefly algorithm. Trans. Comput. Sci. Eng. Electr. Eng. 19(6), 1802–1809 (2012)

    Google Scholar 

  2. Bera, R., Lanjewar, R., Mandal, D., Kar, R., Ghoshal, S.P.: Comparative study of circular and hexagonal antenna array synthesis using Improved Particle Swarm Optimization. Procedia Comput. Sci. 45, 651–660 (2015)

    Article  Google Scholar 

  3. Biswas, S., Bose, D., Das, S., Kundu, S.: Decomposition based evolutionary multi- objective optimization approach to the design of concentric circular antenna arrays. Prog. Electromagnet. Res. 52, 185–205 (2013)

    Article  Google Scholar 

  4. Chattarjee, A., Mahanti, G.K.: Comparative performance of Gravitational Search Algorithm and modified Particle Swarm Optimization algorithm for synthesis of thinned scanned concentric ring array antenna. Prog. Electromagnet. Res. 25, 331–348 (2010)

    Article  Google Scholar 

  5. Elsaidy, S., Dessouky, M., Khamis, S., Albagory, Y.: Concentric circular antenna array synthesis using comprehensive learning particle swarm optimizer. Prog. Electromagnet. Res. 29, 1–13 (2012)

    Article  Google Scholar 

  6. Guney, K., Durmus, A., Basbug, S.: Backtracking search optimization algorithm for synthesis of concentric circular antenna arrays. Int. J. Antennas Propag. (2014)

    Google Scholar 

  7. Haupt, R.L.: Thinned arrays using genetic algorithms. IEEE Trans. Antennas Propag. 42(7), 993–999 (1994)

    Article  Google Scholar 

  8. Keizer, W.P.M.N.: Linear array thinning using iterative FFT techniques. IEEE Trans. Antennas Propag. 56(8), 2757–2760 (2008)

    Article  MathSciNet  Google Scholar 

  9. Mangoud, M.A.A., Elragal, H.M.: Antenna array pattern synthesis and wide null control using Enhanced Particle Swarm Optimization. Prog. Electromagnet. Res. 17, 1–14 (2009)

    Article  Google Scholar 

  10. Pathak, N., Basu, B., Mahanti, G.K.: Combination of inverse fast Fourier transform and modified particle swarm optimization for synthesis of thinned mutually coupled linear array of parallel half-wave length dipoles antennas. Prog. Electromagnet. Res. 16, 105–115 (2011)

    Article  Google Scholar 

  11. Rao, R.V.: Jaya: a simple and new optimization algorithm for solving constrained and unconstrained optimization problems. Int. J. Ind. Eng. Comput. 7, 19–34 (2016)

    Google Scholar 

  12. Rao, R.V.: Jaya: An Advanced Optimization Algorithm and Its Engineering Applications. Springer Nature, Switzerland (2018)

    Google Scholar 

  13. Singh, U., Rattan, M.: Design of linear and circular antenna arrays using cuckoo optimization algorithm. Prog. Electromagnet. Res. 46, 1–11 (2014)

    Article  Google Scholar 

  14. Jaya Lakshmi, R., Mary Neebha, T.: Synthesis of linear antenna arrays using Jaya, self-adaptive Jaya and Chaotic Jaya algorithms. AEU-Int. J. Electr. Commun. 92, 54–63 (2018)

    Google Scholar 

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Correspondence to R. Jaya Lakshmi .

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Jaya Lakshmi, R., Mary Neebha, T. (2020). Design of Antenna Arrays Using Chaotic Jaya Algorithm. In: Venkata Rao, R., Taler, J. (eds) Advanced Engineering Optimization Through Intelligent Techniques. Advances in Intelligent Systems and Computing, vol 949. Springer, Singapore. https://doi.org/10.1007/978-981-13-8196-6_30

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