Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content
Springer Nature Link
Log in

Design of Linear and Elliptical Antenna Arrays Using Biogeography Based Optimization

  • Research Article - Electrical Engineering
  • Published:
Arabian Journal for Science and Engineering Aims and scope Submit manuscript

Abstract

In this paper, the problem of designing linear and elliptical antenna arrays for specific radiation properties is dealt with. The biogeography-based optimization (BBO) method, which represents a new evolutionary algorithm, is used in the optimization process. BBO is used to minimize the maximum side lobe level (SLL) and null control for isotropic linear antenna arrays by optimizing different array parameters (position, amplitude, and phase). Similarly, for elliptical antenna array, four optimization techniques (BBO, genetic algorithm, self-adaptive differential evolution, and sequential quadratic programming) are used to determine an optimum set of weights that provide a radiation pattern with maximum SLL reduction with the constraint of a fixed major lobe beam width. The obtained results show the effectiveness of BBO compared to other well-known optimization methods.

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

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Balanis C.A.: Antenna Theory: Analysis and Design. Wiley, New York (1997)

    Google Scholar 

  2. Oliveri G., Poli L.: Synthesis of monopulse sub-arrayed linear and planar array antennas with optimized sidelobes. Prog. Electromagn. Res. 99, 109–129 (2009)

    Article  Google Scholar 

  3. Perez Lopez J.R., Basterrechea J.: Hybrid particle swarm-based algorithms and their application to linear array synthesis. Prog. Electromagn. Res. 90, 63–74 (2009)

    Article  Google Scholar 

  4. Li, W.T.; Shi, X.W.; Hei, Y.Q: An improved particle swarm optimization algorithm for pattern synthesis of phased arrays. Prog. Electromagn. Res. 82, 319–332 (2008)

    Google Scholar 

  5. Zainud-Deen, S.; Mady, E.; Awadalla, K.; Harsher, H:. Controlled radiation pattern of circular antenna array. IEEE Antennas Propag. Symp. 3399–3402 (2006)

  6. Pesik, L.; Paul, D.; Railton, C.; Hilton, G.; Beach, M.: FDTD technique for modeling eight element circular antenna array. Electron. Lett. 42(12), 787–788 (2006)

    Google Scholar 

  7. Mahler, W.; Landstorfer, F.: Design and optimization of an antenna array for WiMAX base stations. In: IEEE/ACES International Conference on Wireless Communications and Applied Computational Electromagnetics, pp. 1006–1009 (2005)

  8. Al-Aqil, M.: Synthesis of Antenna Arrays Using the Particle Swarm Optimization Method. Master Thesis, Jordan University of Science and Technology (2009)

  9. Dib, N.; Goudos, S.; Muhsen, H.: Application of Taguchi’s optimization method and self-adaptive differential evolution to the synthesis of linear antenna arrays. Prog. Electromagn. Res. 102, 159–180 (2010)

    Google Scholar 

  10. Panduro, M.; Mendez, A.; Dominguez, R.; Romero, G.: Design of non-uniform circular antenna arrays for side lobe reduction using the method of genetic algorithms. Int. J. Electron. Commun. (AEU) 60, 713–717 (2006)

    Google Scholar 

  11. Shihab, M.; Najjar, Y.; Dib, N.; Khodier, M.: Design of nonuniform circular antenna arrays using particle swarm optimization. J. Electr. Eng. 59(4), 216–220 (2008)

    Google Scholar 

  12. Al-Kubati, G.: Central Force Optimization Method and its Application to the Design of Antennas. Master Thesis, Jordan University of Science and Technology (2009)

  13. Simon, D.: Biogeography-based optimization. IEEE Trans. Evol. Comput. 12(6), 702–713 (2008)

    Google Scholar 

  14. Simon, D.; Ergezer, M.; Du, D.; Rarick, R.: Markov models for biogeography-based optimization. IEEE Trans. Syst. Man Cybern. Part B Cybern. 41(1), 299–306 (2011)

    Google Scholar 

  15. Simon, D.; Rarick, R.; Ergezer, M.; Du, D.: Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms. Inf. Sci. 181(7), 1224–1248 (2011)

    Google Scholar 

  16. Roy, P.; Ghoshal, S.; Thakur, S.: Biogeography based optimization for multi-constraint optimal power flow with emission and non-smooth cost function. Expert Syst. Appl. 37(12), 8221–8228 (2010)

    Google Scholar 

  17. Bhattacharya, A.; Chattopadhyay, P.: Hybrid differential evolution with biogeography based optimization for solution of economic load dispatch. IEEE Trans. Power Syst. 25(4), 1955–1964 (2010)

    Google Scholar 

  18. Singh, U.; Singla, H.; Kamal, T.: Design of Yagi-Uda antenna using biogeography based optimization. IEEE Trans. Antennas Propag. 58(9), 3375–3379 (2010)

    Google Scholar 

  19. Singh, U.; Kumar, H.; Kamal, T.S.: Linear array synthesis using biogeography based optimization. Prog. Electromagn. Res. 11, 25–36 (2010)

    Google Scholar 

  20. Sharaqa, A.; Dib, N.: Design of linear and circular antenna arrays using biogeography based optimization. In: IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT), 2011 (2011)

  21. Singh, U.; Kamal, T.S.: Design of non-uniform circular antenna arrays using biogeography-based optimisation. Microwav. Antennas Propag. IET 5(10), 1365–1370 (2011)

    Google Scholar 

  22. Dib, N.; Sharaqa, A.: On the optimal design of non-uniform circular antenna arrays. J. Appl. Electromagn. 14(1), 42–59 (2012)

    Google Scholar 

  23. Lohokare, M.; Pattnaik, S.; Devi, S.; Panigrahi, B.; Bakwad, K.; Joshi, J.: Modified BBO and calculation of resonant frequency of circular microstrip antenna. In: World Congress on Nature & Biologically Inspired Computing, pp. 487–492 (2009)

  24. Lohokare, M.; Pattnaik, S.; Devi, S.; Bakwad, K.; Joshi, J.: Parameter calculation of rectangular microstrip antenna using biogeography-based optimization. In: Applied Electromagnetics Conference (AEMC), 2009, Kolkata (2009)

  25. Simon, D.: Biogeography based optimization. http://embeddedlab.csuohio.edu/BBO/ (2008)

  26. Wallace, A.: The Geographical Distribution of Animals (Two Volumes). Adamant Media Corporation, Boston (2005)

  27. Darwin, C.: The Origin of Species. Gramercy, New York (1995)

  28. MacArthur, R.; Wilson, E.: The Theory of Biogeography. Princeton Univ. Press, Princeton (1967)

  29. Jain, A.K.; Mao, J.; Mohiuddin, K.M.: Artificial neural networks: a tutorial. IEEE Comput. 29(3), 31–44 (1996)

    Google Scholar 

  30. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesly, Reading (1997)

  31. Neyestanak, A.; Ghiamy, M.; Moghaddasi, M.; Saadeghzadeh, R.: An investigation of hybrid elliptical antenna arrays. IET Microw Antennas Propag. 2(1), 28–34 (2008)

    Google Scholar 

  32. Saadeghzadeh R., Neyestanak A., Moghaddasi M., Ghiamy M.: A comparison of various hybrid elliptical antenna arrays. Iran. J. Electr. Comput. Eng. 7(2), 98–106 (2008)

    Google Scholar 

  33. Ahmidi, N.; Neyestanak, A.; Dawes, R.: Elliptical array antenna design based on particle swarm method using fuzzy decision rules. In: 24th Biennial Symposium on Communications, Kingston, ON, pp. 352–355 (2008)

  34. Tvrdik, J.; Pavliska, V.; Habiballa, H.: Stochastic self-adaptive algorithms for global optimization—MATLAB and C++ library. http://www1.osu.cz/home/habibal/optimization/index.html (2008)

  35. PDF Documents of optimization Toolbox of Matlab 7.13. (2011). http://www.mathworks.com/

Download references

Author information

Authors and Affiliations

  1. EE Department, Jordan University of Science and Technology, Jordan, P. O. Box 3030, Irbid, 22110, Jordan

    Ashraf Sharaqa & Nihad Dib

Authors
  1. Ashraf Sharaqa
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Nihad Dib
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Nihad Dib.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sharaqa, A., Dib, N. Design of Linear and Elliptical Antenna Arrays Using Biogeography Based Optimization. Arab J Sci Eng 39, 2929–2939 (2014). https://doi.org/10.1007/s13369-013-0794-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13369-013-0794-8

Keywords

Search

Navigation