Skip to main content
Log in

Array pattern optimization for a steerable circular isotropic antenna array using the firefly algorithm

  • Published:
Journal of Computational Electronics Aims and scope Submit manuscript

Abstract

In this paper, a steerable isotropic circular array antenna is designed to reduce the side lobe level (SLL), using an evolutionary optimization technique. Particle swarm optimization and the firefly algorithm are used to reduce the SLL, as well as to steer the main beam in a specific direction. In this steerable circular array design, the amplitude excitations are optimized. The results show that the maximum SLL peak of the resultant patterns is as per requirements. Good performance is achieved in the array factor response and suppression of SLL for different numbers of array elements with different main beam steering angles.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  1. Ballanis, C.A.: Antenna Theory Analysis and Design, 2nd edn. Willey, New York (1997)

    Google Scholar 

  2. Haupt, R.L., Werner, D.H.: Genetic Algorithms in Electromagnetics. IEEE Press, John Wiley & Sons Inc, Hoboken, New Jersey (2007)

    Book  Google Scholar 

  3. Er, M.H.: Linear antenna array pattern synthesis with prescribed broad nulls. IEEE Trans. Antennas Propag. 38, 1496–1498 (1990)

    Article  Google Scholar 

  4. Najjar, M.S.-Y., Khodier, N.F.M.: Design of non-uniform circular antenna arrays using the partical swarm optimization. J. Electr. Eng. 59(9), 216–220 (2008)

    Google Scholar 

  5. Zainud Deen, S., Mady, E., Awadalla, K.: Harsher Controlled Radiation Pattern of Circular Antenna Array IEEE Anennas and Propagation Symposium, pp. 3399–3402 (2006)

  6. Dessouky, M.I., Sharshar, H.A., Albagory, Y.A.: Efficient sidelobe reduction technique for small-sized concentric circular arrays. Prog. Electromag. Res. 65, 187–200 (2006)

    Article  Google Scholar 

  7. Abusitta, M.M., Abd-Allhamed, R.A, Zhou, D., et al.: New approach for designing beam steering uniform antenna arrays using Genetic Algorithms. In: Antennas and Propagation Conference, pp. 16–17. Loughborough, UK, November (2009)

  8. Chatterjee, S., Chatterjee, S.: Synthesis of amplitude taper beam steered linear array of conventional amplitude distribution using particle swarm optimization. IUP J. Telecommun. 6(4), 27 (2014)

    Google Scholar 

  9. Recioui, A.: Sidelobe level reduction in linear array pattern synthesis using particle swarm optimization, J. Optim. Theory Appl. doi:10.1007/s10957-011-9953-9. (2011)

  10. Mandal, D., Ghoshal, S.P., Bhattacharjee, A.K.: Radiation pattern optimization for concentric circular antenna array with central element feeding using craziness based particle swarm optimization. Int. J. RF Microw. Comput. Aided Eng. 20(5), 577–586 (2010)

    Article  Google Scholar 

  11. Mandal, D., Ram, G., Kar, R., Ghoshal, S. P.: Optimal Synthesis of Concentric Circular Antenna Arrays with Non-Isotropic Elements Using Novel PSO, International Journal of Computer Information Systems and Industrial Management, MIR Lab, USA, (2012)

  12. Mangoud, M.A., Elragal, H.M.: Antenna array pattern synthesis and wide null control using enhanced particle swarm optimization. Prog. Electromag. Res. B 17, 1–14 (2009)

    Article  Google Scholar 

  13. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, Vol. 1942–1948, Piscataway, NJ (1995)

  14. Eberhart, R.C., Shi, Y.: \(\backslash \)Particle swarm optimization: Devel-opments, applications and resources. Proc. Congr. Evolut. Comput. 1, 81–86 (2001)

    Google Scholar 

  15. Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE Conference on Neural Networks IV, Piscataway, NJ (1995)

  16. Shi, Y., Eberhart, R.C.: Parameter selection in particle swarm optimization. In: Proceedings of the Seventh Annual Conference on Evolutionary Programming, pp. 591–600. New York (1998)

  17. Poli, R., Kennedy, J., Blackwell, T.: Particle swarm optimization. Swarm Intell. 1(1), 33–57 (2007)

    Article  Google Scholar 

  18. Jati, G.K., Suyanto, S.: Evolutionary discrete firefly algorithm for travelling sales-man problem, ICAIS2011. In: Lecture Notes in Artificial Intelligence (LNAI 6943), pp.393–403 (2011)

  19. Yang, X.S.: Firefly algorithms for multimodal optimization. In: Proceedings of the 5th International Conference on Stochastic Algorithms: Foundations and Applications, Vol 5792, pp. 169–178. LNCS-Springer (2009)

  20. Fister Jr, I., Fister, I.,Brest, J., Yang, X.S.: Memetic firefly algorithm for combinatorial optimization. In: B. Filipič, J. Šilc (eds.) Bioinspired Optimisation Methods and Their Applications (BIOMA2012) 24–25 May 2012, Bohinj, Slovenia, pp. 75–86 (2012)

  21. Chakravarthy Vedula, V.S.S.S., Chowdary Paladuga, S.R., Rao Prithvi, M.: Synthesis of Circular Array Antenna for Sidelobe Level and Aperture Size Control Using Flower Pollination Algorithm, Hindawi Publishing Corporation, International Journal of Antennas and Propagation, Volume 2015, Article ID 819712, p. 9

  22. Mandal, D., Kola, K.S., Bhattacharjee, A.K.: Sidelobe reduction of a scanned circular array using particle swarm optimization algorithm, IJRTE, 3(1), pp. 54–61. ISSN: 2231–6612. (2013)

Download references

Acknowledgements

This work is part of a project funded by SERB, Department of Science & Technology-Government of India under the Grant SB/EMEQ-319/2013.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sudipta Banerjee.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Banerjee, S., Mandal, D. Array pattern optimization for a steerable circular isotropic antenna array using the firefly algorithm. J Comput Electron 16, 952–976 (2017). https://doi.org/10.1007/s10825-017-1049-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10825-017-1049-9

Keywords

Navigation