PIER
 
Progress In Electromagnetics Research
ISSN: 1070-4698, E-ISSN: 1559-8985
Home | Search | Notification | Authors | Submission | PIERS Home | EM Academy
Home > Vol. 79 > pp. 321-337

OPTIMIZATION OF SIDE LOBE LEVEL AND FIXING QUASI-NULLS IN BOTH OF THE SUM AND DIFFERENCE PATTERNS BY USING CONTINUOUS ANT COLONY OPTIMIZATION (ACO) METHOD

By S. A. Hosseini and Z. Atlasbaf

Full Article PDF (2,502 KB)

Abstract:
In this paper, the optimization of both sum and difference patterns of linear monopulse antennas with low side lobe levels, high directivity and also narrow main beam width are efficiently solved by Continuous Ant Colony Optimization (ACO) Method. The synthesis problem is optimized by defining a suitable cost function which is based on limitation of the side lobe level. In this work, three different parameters are considered to be optimized separately which are the excitation amplitude of each element, the excitation phase of each element and finally the element-to-element spacing. Numerical results of each step, sum and difference patterns, are illustrated in each related part. Finally, we investigate placing some nulls in specific directions to suppress the jamming signals in both sum and difference patterns.

Citation: (See works that cites this article)
S. A. Hosseini and Z. Atlasbaf, "Optimization of Side Lobe Level and Fixing Quasi-Nulls in Both of the Sum and Difference Patterns by Using Continuous Ant Colony Optimization (ACO) Method," Progress In Electromagnetics Research, Vol. 79, 321-337, 2008.
doi:10.2528/PIER07102901
http://www.jpier.org/PIER/pier.php?paper=07102901

References:
1. Haupt, R. L., "Simultaneous nulling in the sum and difference patterns of a monopulse antenna," IEEE Trans. Antenna Propagat., Vol. 32, 486-493, 1986.
doi:10.1109/TAP.1984.1143352

2. Rodriguez, J. A. and F. Ares, "Optimal compromise between sum and difference patterns while fixing quasi-nulls in both," Journal of Electromagnetic Waves and Applications, Vol. 13, 655-664, 1999.

3. Ares, F., S. R. Rengarajan, J. A. Rodriguez, and E. Moreno, Optimal compromise among sum and difference patterns through sub-arraying, IEEE Antennas and Propagation Society International Symposium, 1142-1146, 1996.

4. Caorsi, S. and A. Massa, "Optimization of the difference patterns for monopulse antennas by a hybrid real/integer-coded differential evolution method," IEEE Transactions on Antennas and Propagation, Vol. 53, No. 1, 2005.
doi:10.1109/TAP.2004.838788

5. Mahanti, G. K., N. Pathak, and P. Mahanti, "Synthesis of thinned linear antenna arrays with fixed sidelobe level using realcoded genetic algorithm," Progress In Electromagnetics Research, Vol. 75, 319-328, 2007.
doi:10.2528/PIER07061304

6. Lu, Y. Q. and J. Y. Li, "Optimization of broadband top-load antenna using micro-genetic algorithm," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 6, 793-801, 2006.
doi:10.1163/156939306776143370

7. Yan, K. and Y. Lu, "Sidelobe reduction in array-pattern synthesis using genetic algorithm," IEEE Trans. Antennas Propag., Vol. 45, No. 7, 1117-1122, 1997.
doi:10.1109/8.596902

8. Haupt, R. L., "Thinned arrays using genetic algorithms," IEEE Trans. Antennas Propag., Vol. 42, No. 7, 993-999, 1994.
doi:10.1109/8.299602

9. Mohamed, M. A., E. A. Soliman, and M. A. El-Gamal, "Optimization and characterization of electromagnetically coupled patch antennas using RFB neural networks," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 8, 1101-1114, 2006.
doi:10.1163/156939306776930240

10. Murino, V., A. Trucco, and C. Regazzoni, "Synthesis of unequally spaced arrays by simulated annealing," IEEE Trans. Signal Process., Vol. 44, No. 1, 119-123, 1996.
doi:10.1109/78.482017

11. Chen, T. B., Y. L. Dong, Y.-C. Jiao, and F.-S. Zhang, "Synthesizes of circular antenna array using crossed particle swarm optimization algorithm," Journal of Electromagnetic Waves and Applications, Vol. 20, No. 13, 1785-1795, 2006.
doi:10.1163/156939306779292273

12. Khodier, M. M. and C. G. Christodolou, "Linear array geometry synthesis with minimum sidelobe level and null control using particle swarm optimization," IEEE Trans. Antennas Propag., Vol. 53, No. 8, 2674-2679, 2005.
doi:10.1109/TAP.2005.851762

13. Mallahzadeh, A. R., H. Oraizi, and Z. Davoodi-Rad, "Application of the invasive weed optimization technique for antenna configurations," Progress In Electromagnetics Research, Vol. 79, 137-150, 2008.
doi:10.2528/PIER07092503

14. Quevedo-Teruel, O. and E. Rajo-Iglesias, "Ant colony optimization in thinned array synthesis with minimum sidelobe level," IEEE Antennas and Wireless Propagation Letters, Vol. 5, 349-352, 2006.
doi:10.1109/LAWP.2006.880693

15. Coleman, C. M., E. J. Rothwell, and J. E, Ross, "Investigation of simulated annealing, ant-colony optimization, and genetic algorithms for self-structuring antennas," IEEE Transactions on Antennas and Propagation, Vol. 52, No. 4, 2004.
doi:10.1109/TAP.2004.825658

16. 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

17. Akdagli, A., K. Guney, and B. Babayigit, "Clonal selection algorithm for design of reconfigurable antenna array with discrete phase shifters," Journal of Electromagnetic Waves and Application, Vol. 21, No. 2, 215-227, 2007.
doi:10.1163/156939307779378808

18. Dorigo, M. and T. Stutzle, Ant Colony Optimization, MIT Press, Cambridge, MA, 2004.

19. Dorigo, M., G. D. Caro, and L. Gambardella, "Ant algorithms for discrete optimization," Artif. Life, Vol. 5, No. 2, 137-172, 1999.
doi:10.1162/106454699568728

20. Socha, K., Extended ACO for continuous and mixed-variable opimization, Proceedings of ANTS 2004 — Fourth International Workshop on Ant Algorithms and Swarm Intelligence, 2004.

21. Balanis, C. A., Antenna Theory: Analysis and Design, Wiley, New York, 2005.

22. Ho, S. L. and S. Yang, "An improved ant colony optimization algorithm and its application to electromagnetic devices designs," IEEE Transactions on Magnetics, Vol. 41, No. 5, 2005.

23. Demir, S., "Matching circuit design using ant colony optimization method," 0-7803-7846-6/03, IEEE, 2003.


© Copyright 2014 EMW Publishing. All Rights Reserved