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2009-08-20
A Plant Growth Simulation Algorithm for Pattern Nulling of Linear Antenna Arrays by Amplitude Control
By
Progress In Electromagnetics Research B, Vol. 17, 69-84, 2009
Abstract
A method based on plant growth simulation algorithm (PGSA) is presented for pattern nulling by controlling only the element amplitudes of linear antenna array. The PGSA is a new and highly efficient random search algorithm inspired by the growth process of plant phototropism. Simulation results for Chebyshev patterns with the imposed single, multiple and broad nulls are given to show the performance of the proposed method.
Citation
Kerim Guney, A. Durmus, and Suad Basbug, "A Plant Growth Simulation Algorithm for Pattern Nulling of Linear Antenna Arrays by Amplitude Control," Progress In Electromagnetics Research B, Vol. 17, 69-84, 2009.
doi:10.2528/PIERB09061709
References

1. Steyskal, H., R. A. Shore, and R. L. Haupt, "Methods for null control and their effects on the radiation pattern," IEEE Trans. Antennas Propagat., Vol. 34, 404-409, 1986.
doi:10.1109/TAP.1986.1143816        Google Scholar

2. Er, M. H., "Linear antenna array pattern synthesis with prescribed broad nulls," IEEE Trans. Antennas Propagat., Vol. 38, 1496-1498, 1990.
doi:10.1109/8.57004        Google Scholar

3. Ibrahim, H. M., "Null steering by real-weight control --- A method of decoupling the weights," IEEE Trans. Antennas Propagat., Vol. 39, 1648-1650, 1991.
doi:10.1109/8.102781        Google Scholar

4. Haupt, R. L., "Phase-only adaptive nulling with a genetic algorithm," IEEE Trans. Antennas Propagat., Vol. 45, 1009-1015, 1997.
doi:10.1109/8.585749        Google Scholar

5. Ismail, T. H. and M. M. Dawoud, "Null steering in phased arrays by controlling the element positions," IEEE Trans. Antennas Propagat., Vol. 39, 1561-1566, 1991.
doi:10.1109/8.102769        Google Scholar

6. Liao, W. P. and F. L. Chu, "Array pattern nulling by phase and position perturbations with the use of the genetic algorithm," Microwave and Optical Technology Letters, Vol. 15, 251-256, 1997.
doi:10.1002/(SICI)1098-2760(199707)15:4<251::AID-MOP16>3.0.CO;2-A        Google Scholar

7. Guney, K. and A. Akdagli, "Null steering of linear antenna arrays using modified tabu search algorithm," Progress In Electromagnetics Research, Vol. 33, 167-182, 2001.
doi:10.2528/PIER00121402        Google Scholar

8. Karaboga, N., K. Guney, and A. Akdagli, "Null steering of lineer antenna arrays by using modified touring ant colony optimization algorithm," Int. J. RF and Microwave Computer Aided Eng., Vol. 12, 375-383, 2002.
doi:10.1002/mmce.10034        Google Scholar

9. Akdagli, A., K. Guney, and D. Karaboga, "Pattern nulling of linear antenna arrays by controlling only the element positions with the use of improved touring ant colony optimization algorithm," Journal of Electromagnetic Waves and Applications, Vol. 16, No. 10, 1423-1441, 2002.
doi:10.1163/156939302X00066        Google Scholar

10. Akdagli, A. and K. Guney, "Null steering of linear antenna arrays by phase perturbations using modified tabu search algorithm," J. Communications Technology and Electronics, Vol. 49, 37-42, 2004.        Google Scholar

11. Khodier, M. M. and C. G. Christodoulou, "Linear array geometry synthesis with minimum sidelobe level and null control using particle swarm optimization," IEEE Trans. Antennas Propagat., Vol. 53, 2674-2679, 2005.
doi:10.1109/TAP.2005.851762        Google Scholar

12. Yang, S. W., Y. B. Gan, and A. Y. Qing, "Antenna-array pattern nulling using a differential evolution algorithm," Int. J. RF and Microwave Computer Aided Eng., Vol. 14, 57-63, 2004.
doi:10.1002/mmce.10118        Google Scholar

13. Chung, Y. C. and R. L. Haupt, "Amplitude and phase adaptive nulling with a genetic algorithm," Journal of Electromagnetic Waves and Applications, Vol. 14, No. 5, 631-649, 2000.
doi:10.1163/156939300X01337        Google Scholar

14. Mouhamadou, M., 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, 95-106, 2006.
doi:10.2528/PIER05112801        Google Scholar

15. Babayigit, B., A. Akdagli, and K. Guney, "A clonal selection algorithm for null synthesizing of linear antenna arrays by amplitude control," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 8, 1007-1020, 2006.
doi:10.1163/156939306776930222        Google Scholar

16. Mouhamadou, M., P. Armand, P. Vaudon, and M. Rammal, "Interference suppression of the linear antenna arrays controlled by phase with use of SQP algorithm," Progress In Electromagnetics Research, Vol. 59, 251-265, 2006.
doi:10.2528/PIER05100603        Google Scholar

17. Guney, K and M. Onay, "Amplitude-only pattern nulling of linear antenna arrays with the use of bees algorithm," Progress In Electromagnetics Research, Vol. 70, 21-36, 2007.
doi:10.2528/PIER07011204        Google Scholar

18. Guney, K. and S. Basbug, "Interference suppression of linear antenna arrays by amplitude-only control using a bacterial foraging algorithm," Progress In Electromagnetics Research, Vol. 79, 475-497, 2008.
doi:10.2528/PIER07110705        Google Scholar

19. Guney, K. and B. Babayigit, "Amplitude-only pattern nulling of linear antenna arrays with the use of an immune algorithm," Int. J. RF and Microwave Computer Aided Eng., Vol. 18, 397-409, 2008.
doi:10.1002/mmce.20298        Google Scholar

20. Azevedo, J. A. R. and A. M. E. S. Casimiro, "Non-uniform sampling and polynomial interpolation for array synthesis," IET Microw. Antennas Propag., Vol. 1, 867-873, 2007.
doi:10.1049/iet-map:20060186        Google Scholar

21. Tong, L., C. Wang, W. Wang, and W. Su, "A global optimization bionics algorithm for solving integer programming-plant growth simulation algorithm," Systems Engineering-Theory & Practice, Vol. 25, 76-85, 2005.        Google Scholar

22. Wang, C. and H. Cheng, "Reactive power optimization based on plant growth simulation algorithm," Power System Technology, Vol. 30, 37-41, 2006.        Google Scholar

23. Wang, C. and H. Cheng, "A plant growth simulation algorithm and its application in power transmission network planning," Automation of Electric Power Systems, Vol. 31, 24-28, 2007.        Google Scholar

24. Wang, C. and H. Cheng, "Reconguration of distribution network based on plant growth simulation algorithm," Proceedings of the CSEE, Vol. 27, 50-55, 2007.        Google Scholar

25. Wang, C. and H. Cheng, "Integrated optimization algorithm of dynamic reactive power for distribution system," Transactions of China Electrotechnical Society, Vol. 23, 109-114, 2008.        Google Scholar

26. Luo, W., J. Yu, and J. Huang, "Bionic algorithm for solving nonlinear integer programming," Computer Engineering and Applications, Vol. 44, 57-59, 2008.        Google Scholar

27. Yang, L., K. Wang, and X. Huang, "Application of trees growth simulation algorithm to solve reactive power optimization problem," Journal of Zhengzhou University (Engineering Science), Vol. 29, 69-72, 2008.        Google Scholar

28. Srinivasa, R. R. and S. V. L. Narasimham, "Optimal Capacitor placement in a radial distribution system using plant growth simulation algorithm," Proceeding of World Academy of Science, Engineering and Technology, Vol. 35, 716-723, 2008.        Google Scholar

29. Wang, C. and H. Cheng, "Optimization of network configuration in large distribution systems using plant growth simulation algorithm," IEEE Transactions on Power Systems, Vol. 23, 119-126, 2008.
doi:10.1109/TPWRS.2007.913293        Google Scholar

30. Tong, L. and W. Zhongtuo, "Application of plant growth simulation algorithm on solving facility location problem," Systems Engineering-Theory & Practise, Vol. 28, 107-115, 2008.        Google Scholar

31. Wang, C. and H. Cheng, "Transmission network optimal planning based on plant growth simulation algorithm," European Transactions on Electrical Power, Vol. 19, 291-301, 2009.
doi:10.1002/etep.214        Google Scholar