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International Journal of Antennas and Propagation
Volume 2016 (2016), Article ID 8354204, 8 pages
http://dx.doi.org/10.1155/2016/8354204
Research Article

Adaptive Array Beamforming Using a Chaotic Beamforming Algorithm

Faculty of Electrical Engineering, University of Montenegro, Džordža Vašingtona bb, 81000 Podgorica, Montenegro

Received 16 November 2015; Revised 28 January 2016; Accepted 7 February 2016

Academic Editor: Lei Yu

Copyright © 2016 Ana Jovanović et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. R. M. Shubair and A. Hakam, “Adaptive beamforming using variable step-size LMS algorithm with novel ULA array configuration,” in Proceedings of the 15th IEEE International Conference on Communication Technology (ICCT '13), pp. 650–654, Guilin, China, November 2013. View at Publisher · View at Google Scholar · View at Scopus
  2. J. A. Srar, K.-S. Chung, and A. Mansour, “Adaptive array beamforming using a combined LMS-LMS algorithm,” IEEE Transactions on Antennas and Propagation, vol. 58, no. 11, pp. 3545–3557, 2010. View at Publisher · View at Google Scholar · View at Scopus
  3. R. H. Kwong and E. W. Johnston, “A variable step size LMS algorithm,” IEEE Transactions on Signal Processing, vol. 40, no. 7, pp. 1633–1642, 1992. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  4. L. Gargouri, R. Ghayoula, N. Fadlallah, A. Gharsallah, and M. Rammal, “Steering an adaptive antenna array by LMS algorithm,” in Proceedings of the 16th IEEE International Conference on Electronics, Circuits, and Systems (ICECS '09), pp. 459–462, Yasmine Hammamet, Tunisia, December 2009.
  5. P. Fletcher and M. Dean, “Low complexity implementation of LMS algorithm,” Electronics Letters, vol. 38, no. 15, pp. 836–837, 2002. View at Publisher · View at Google Scholar · View at Scopus
  6. M. M. Khodier and C. G. Christodoulou, “Linear array geometry synthesis with minimum sidelobe level and null control using particle swarm optimization,” IEEE Transactions on Antennas and Propagation, vol. 53, no. 8, pp. 2674–2679, 2005. View at Publisher · View at Google Scholar · View at Scopus
  7. M. Mouhamadou, P. Armand, P. Vaudon, and M. Rammal, “Interference supression of the linear antenna arrays controlled by phase with use of SQP algorithm,” Progress in Electromagnetics Research, vol. 59, pp. 231–249, 2006. View at Publisher · View at Google Scholar · View at Scopus
  8. M. Mouhamadou, P. Vaudon, and M. Rammal, “Smart antenna array patterns synthesis: null steering and multi-user beamforming by phase control,” Progress in Electromagnetics Research, vol. 60, pp. 95–106, 2006. View at Publisher · View at Google Scholar · View at Scopus
  9. J. Liu, N. Li, and K. Xie, “Application of chaos mind evolutionary algorithm in antenna arrays synthesis,” Journal of Computers, vol. 5, no. 5, pp. 717–724, 2010. View at Publisher · View at Google Scholar · View at Scopus
  10. J. S. Rahhal and D. I. Abu-Al-Nadi, “A general configuration antenna array for multi-user systems with genetic and ant colony optimization,” Electromagnetics, vol. 27, no. 7, pp. 413–426, 2007. View at Publisher · View at Google Scholar · View at Scopus
  11. Z. Zhang, S. Salous, H. Li, and Y. Tian, “An opportunistic array beamforming technique based on binary multiobjective wind driven optimization method,” International Journal of Antennas and Propagation, vol. 2015, Article ID 495879, 7 pages, 2015. View at Publisher · View at Google Scholar
  12. L. Lazovic, A. Jovanovic, and V. Rubezic, “Chaos based optimization of LMS algorithm applied on circular antenna arrays,” in Proceedings of the 4th Mediterranean Conference on Embedded Computing (MECO '15), pp. 439–442, Budva, Montenegro, June 2015. View at Publisher · View at Google Scholar
  13. M. P. Kennedy, “Three steps to chaos. II. A Chua's circuit primer,” IEEE Transactions on Circuits and Systems. I. Fundamental Theory and Applications, vol. 40, no. 10, pp. 657–674, 1993. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  14. J. C. Sprott, Chaos and Time-Series Analysis, Oxford University Press, Oxford, UK, 2003.
  15. V. G. Ivancevic and T. T. Ivancevic, Complex Nonlinearity: Chaos, Phase Transitions, Topology Change, and Path Integrals, Understanding Complex Systems, Springer, Berlin, Germany, 2008. View at MathSciNet
  16. N. Nedjah, L. dos Santos Coelho, V. C. Mariani, and L. de Macedo Mourelle, “Theory and applications of chaotic optimization methods,” in Innovative Computing Methods and Their Applications to Engineering Problems, vol. 357, pp. 131–161, Springer, Berlin, Germany, 2011. View at Google Scholar
  17. B. Li and W. Jiang, “Optimizing complex functions by chaos search,” Cybernetics and Systems, vol. 29, no. 4, pp. 409–419, 1998. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  18. B. Liu, L. Wang, Y.-H. Jin, F. Tang, and D.-X. Huang, “Improved particle swarm optimization combined with chaos,” Chaos, Solitons & Fractals, vol. 25, no. 5, pp. 1261–1271, 2005. View at Publisher · View at Google Scholar · View at Scopus
  19. D. Yang, G. Li, and G. Cheng, “On the efficiency of chaos optimization algorithms for global optimization,” Chaos, Solitons & Fractals, vol. 34, no. 4, pp. 1366–1375, 2007. View at Publisher · View at Google Scholar · View at Scopus