Vol. 42
Latest Volume
All Volumes
PIERC 150 [2024] PIERC 149 [2024] PIERC 148 [2024] PIERC 147 [2024] PIERC 146 [2024] PIERC 145 [2024] PIERC 144 [2024] PIERC 143 [2024] PIERC 142 [2024] PIERC 141 [2024] PIERC 140 [2024] PIERC 139 [2024] PIERC 138 [2023] PIERC 137 [2023] PIERC 136 [2023] PIERC 135 [2023] PIERC 134 [2023] PIERC 133 [2023] PIERC 132 [2023] PIERC 131 [2023] PIERC 130 [2023] PIERC 129 [2023] PIERC 128 [2023] PIERC 127 [2022] PIERC 126 [2022] PIERC 125 [2022] PIERC 124 [2022] PIERC 123 [2022] PIERC 122 [2022] PIERC 121 [2022] PIERC 120 [2022] PIERC 119 [2022] PIERC 118 [2022] PIERC 117 [2021] PIERC 116 [2021] PIERC 115 [2021] PIERC 114 [2021] PIERC 113 [2021] PIERC 112 [2021] PIERC 111 [2021] PIERC 110 [2021] PIERC 109 [2021] PIERC 108 [2021] PIERC 107 [2021] PIERC 106 [2020] PIERC 105 [2020] PIERC 104 [2020] PIERC 103 [2020] PIERC 102 [2020] PIERC 101 [2020] PIERC 100 [2020] PIERC 99 [2020] PIERC 98 [2020] PIERC 97 [2019] PIERC 96 [2019] PIERC 95 [2019] PIERC 94 [2019] PIERC 93 [2019] PIERC 92 [2019] PIERC 91 [2019] PIERC 90 [2019] PIERC 89 [2019] PIERC 88 [2018] PIERC 87 [2018] PIERC 86 [2018] PIERC 85 [2018] PIERC 84 [2018] PIERC 83 [2018] PIERC 82 [2018] PIERC 81 [2018] PIERC 80 [2018] PIERC 79 [2017] PIERC 78 [2017] PIERC 77 [2017] PIERC 76 [2017] PIERC 75 [2017] PIERC 74 [2017] PIERC 73 [2017] PIERC 72 [2017] PIERC 71 [2017] PIERC 70 [2016] PIERC 69 [2016] PIERC 68 [2016] PIERC 67 [2016] PIERC 66 [2016] PIERC 65 [2016] PIERC 64 [2016] PIERC 63 [2016] PIERC 62 [2016] PIERC 61 [2016] PIERC 60 [2015] PIERC 59 [2015] PIERC 58 [2015] PIERC 57 [2015] PIERC 56 [2015] PIERC 55 [2014] PIERC 54 [2014] PIERC 53 [2014] PIERC 52 [2014] PIERC 51 [2014] PIERC 50 [2014] PIERC 49 [2014] PIERC 48 [2014] PIERC 47 [2014] PIERC 46 [2014] PIERC 45 [2013] PIERC 44 [2013] PIERC 43 [2013] PIERC 42 [2013] PIERC 41 [2013] PIERC 40 [2013] PIERC 39 [2013] PIERC 38 [2013] PIERC 37 [2013] PIERC 36 [2013] PIERC 35 [2013] PIERC 34 [2013] PIERC 33 [2012] PIERC 32 [2012] PIERC 31 [2012] PIERC 30 [2012] PIERC 29 [2012] PIERC 28 [2012] PIERC 27 [2012] PIERC 26 [2012] PIERC 25 [2012] PIERC 24 [2011] PIERC 23 [2011] PIERC 22 [2011] PIERC 21 [2011] PIERC 20 [2011] PIERC 19 [2011] PIERC 18 [2011] PIERC 17 [2010] PIERC 16 [2010] PIERC 15 [2010] PIERC 14 [2010] PIERC 13 [2010] PIERC 12 [2010] PIERC 11 [2009] PIERC 10 [2009] PIERC 9 [2009] PIERC 8 [2009] PIERC 7 [2009] PIERC 6 [2009] PIERC 5 [2008] PIERC 4 [2008] PIERC 3 [2008] PIERC 2 [2008] PIERC 1 [2008]
2013-07-17
Fast Synthesis of Large Planar Arrays Using Active Element Pattern Method and Fine-Grained Parallel Micro-Genetic Algorithm
By
Progress In Electromagnetics Research C, Vol. 42, 67-82, 2013
Abstract
A radiation pattern synthesis technique for large planar arrays with active element pattern (AEP) method and fine-grained parallel micro-genetic algorithm (FGPMGA) is presented. Based on the AEP method, the mutual coupling between array elements can be taken into account. Analysis problems of large rectangular and triangular grid planar arrays are divided into small linear array problems. And for a multiple concentric circular ring array, we only need to obtain one-sixth of all AEPs. So computational cost is greatly reduced. Large planar arrays with low side lobe level (SLL) can be achieved via optimizing the excitation amplitudes and phases. In order to reduce the global optimization time, the FGPMGA is used. This technique is applied to design 256-element rectangular grid, 200-element triangular grid and 4-circle 60-element concentric circular ring E-shaped patch antenna arrays. The radiation patterns calculated by the AEP method show good agreements with those by using CST Microwave Studio.
Citation
Ling-Lu Chen, Cheng Liao, Lei Chang, Haijing Zhou, and Han Yu Li, "Fast Synthesis of Large Planar Arrays Using Active Element Pattern Method and Fine-Grained Parallel Micro-Genetic Algorithm," Progress In Electromagnetics Research C, Vol. 42, 67-82, 2013.
doi:10.2528/PIERC13052005
References

1. Wang, X. K., Y. C. Jiao, L. Liu, and Y. Y. Tan, "Synthesis of large planar thinned arrays using IWO-IFT algorithm," Progress In Electromagnetics Research, Vol. 136, 29-42, 2013.

2. Zhou, H. J., B. H. Sun, J. F. Li, and Q. Z. Liu, "Efficient optimization and realization of a shaped-beam planar array for very large array application," Progress In Electromagnetics Research, Vol. 89, 1-10, 2009.

3. Bianchi, D., S. Genovesi, and A. Monorchio, "Constrained pareto optimization of wide band and steerable concentric ring arrays," IEEE Transactions on Antennas and Propagation, Vol. 60, No. 7, 3195-3204, 2012.

4. Son, S. H., S. I. Jeon, C. J. Kim, and W. Hwang, "GA-based design of multi-ring arrays with omnidirectional conical beam pattern," IEEE Transactions on Antennas and Propagation, Vol. 58, No. 5, 1527-1535, 2010.

5. Wang, W. B., Q. Y. Feng, and D. Liu, "Synthesis of thinned linear and planar antenna arrays using binary PSO algorithm," Progress In Electromagnetics Research, Vol. 127, 371-378, 2012.

6. Lanza, M., J. R. Perez, and J. Basterrechea, "Synthesis of planar arrays using a modified particle swarm optimization algorithm by introducing a selection operator and elitism," Progress In Electromagnetics Research, Vol. 93, 145-160, 2009.

7. Mandal, A., H. Zafar, S. Das, and A. V. Vasilakos, "Efficient circular array synthesis with a memetic differential evolution algorithm," Progress In Electromagnetics Research B, Vol. 38, 367-385, 2012.

8. Zhang, L., Y. C. Jiao, Z. B. Weng, and F. S. Zhang, "Design of planar thinned arrays using a boolean differential evolution algorithm," IET Microwaves, Antennas and Propagation, Vol. 4, No. 12, 2172-2178, 2010.

9. Oliveri, G. and L. Poli, "Optimal sub-arraying of compromise planar arrays through an innovative ACO-weighted procedure," Progress In Electromagnetics Research, Vol. 109, 279-299, 2010.

10. Villegas, F. J., "Parallel genetic-algorithm optimization of shaped beam coverage areas using planar 2-D phased arrays," IEEE Transactions on Antennas and Propagation, Vol. 55, No. 6, 1745-1753, 2007.

11. Conceicao, R. C., M. O'Halloran, M. Glavin, and E. Jones, "Comparison of planar and circular antenna configurations for breast cancer detection using microwave imaging," Progress In Electromagnetics Research, Vol. 99, 1-20, 2009.

12. Guo, Y., X. L. Yang, W. H. Yu, and W. Y. Yin, "An effective simulation technique for large phased arrays using parallel FDTD method," 2012 IEEE International Symposium on Electromagnetic Compatibility, (EMC 2012), 103-107, 2012.

13. Alam, M. S., M. T. Islam, and N. Misran, "A novel compact split ring slotted electromagnetic bandgap structure for microstrip patch antenna performance enhancement," Progress In Electromagnetics Research, Vol. 130, 389-409, 2012.

14. Islam, M. T. and M. S. Alam, "Compact EBG structure for alleviating mutual coupling between patch antenna array elements," Progress In Electromagnetics Research, Vol. 137, 425-438, 2013.

15. Casula, G. A., G. Mazzarella, and G. Montisci, "Design of shaped beam planar arrays of waveguide longitudinal slots," International Journal of Antennas and Propagation, Vol. 2013, 12, 2013.

16. Zhao, X. W., Y. Zhang, H. W. Zhang, D. G. Donoro, S. W. Ting, T. K. Sarkar, and C. H. Liang, "Parallel MoM-PO method with out-of-core technique for analysis of complex arrays on electrically large platforms," Progress In Electromagnetics Research, Vol. 108, 1-21, 2010.

17. Wang, W. T., S. X. Gong, Y. J. Zhang, F. T. Zha, J. Ling, and T. T. Wan, "Low RCS dipole array synthesis based on mompso hybrid algorithm," Progress In Electromagnetics Research, Vol. 94, 119-132, 2009.

18. Becker, O. and R. Shavit, "Efficient full-wave method of moments analysis and design methodology for radial line planar antennas," IEEE Transactions on Antennas and Propagation, Vol. 59, No. 6, 2294-2302, 2011.

19. Kim, J., J. So, W. Jang, and C. Cheon, "Gain estimation by convergence of active element pattern for E-plane notch phased array antenna," Microwave and Optical Technology Letters, Vol. 49, No. 5, 1047-1049, 2007.

20. Bai, Y. Y., S. Q. Xiao, M. C. Tang, Z. F. Ding, and B. Z. Wang, "Wide-angle scanning phased array with pattern reconfigurable elements," IEEE Transactions on Antennas and Propagation, Vol. 59, No. 11, 4071-4076, 2011.

21. He, Q. Q. and B. Z. Wang, "Design of microstrip array antenna by using active element pattern technique combining with taylor synthesis method," Progress In Electromagnetics Research, Vol. 80, 63-76, 2008.

22. Bhattacharyya, A. K., "Active element pattern symmetry for asymmetrical element arrays," IEEE Antennas and Wireless Propagation Letters, Vol. 6, 275-278, 2007.

23. Su, T. and H. Ling, "Array beamforming in the presence of a mounting tower using genetic algorithms," IEEE Transactions on Antennas and Propagation, Vol. 53, No. 6, 2011-2019, 2005.

24. Wang, Q. and Q. Q. He, "An arbitrary conformal array pattern synthesis method that include mutual coupling and platform effects," Progress In Electromagnetics Research, Vol. 110, 297-311, 2010.

25. Li, W. T., Y. Q. Hei, and X. W. Shi, "Pattern synthesis of conformal arrays by a modified particle swarm optimization," Progress In Electromagnetics Research, Vol. 117, 237-252, 2011.

26. Yang, X. S., H. Qian, B. Z.Wang, and S. Xiao, "Radiation pattern computation of pyramidal conformal antenna array with active-element pattern technique," IEEE Antennas and Propagation Magazine, Vol. 53, No. 1, 28-37, 2011.

27. Ouyang, J., X. Luo, J. Yang, K. Z. Zhang, J. Zhang, and F. Yang, "Analysis and synthesis of conformal conical surface linear phased array with volume surface integral equation plus AEP (active element pattern) and INSGA-II," IET Microwaves, Antennas and Propagation, Vol. 6, No. 11, 1277-1285, 2012.

28. Chang, L., H. J. Zhou, L. L. Chen, X. Z. Xiong, and C. Liao, "The fine-grained parallel micro-genetic algorithm and its application to broadband conical corrugated-horn antenna," Progress In Electromagnetics Research, Vol. 138, 599-611, 2013.

29. Li, R., L. Xu, X. W. Shi, N. Zhang, and Z. Q. Lv, "Improved differential evolution strategy for antenna array pattern synthesis problems," Progress In Electromagnetics Research, Vol. 113, 429-441, 2011.

30. Chang, L., C. Liao, W. B. Lin, L. L. Chen, and X. Zheng, "A hybrid method based on differential evolution and continuous ant colony optimization and its application on wideband antenna design," Progress In Electromagnetics Research, Vol. 122, 105-118, 2012.

31. Zhang, S., S. X. Gong, Y. Guan, and Q. Gong, "Extrapolative method in pattern calculation and synthesis of large plane arrays," Chinese Journal of Computational Physics, Vol. 28, No. 4, 554-560, 2011.