Vol. 82
Latest Volume
All Volumes
PIER 176 [2023] PIER 175 [2022] PIER 174 [2022] PIER 173 [2022] PIER 172 [2021] PIER 171 [2021] PIER 170 [2021] PIER 169 [2020] PIER 168 [2020] PIER 167 [2020] PIER 166 [2019] PIER 165 [2019] PIER 164 [2019] PIER 163 [2018] PIER 162 [2018] PIER 161 [2018] PIER 160 [2017] PIER 159 [2017] PIER 158 [2017] PIER 157 [2016] PIER 156 [2016] PIER 155 [2016] PIER 154 [2015] PIER 153 [2015] PIER 152 [2015] PIER 151 [2015] PIER 150 [2015] PIER 149 [2014] PIER 148 [2014] PIER 147 [2014] PIER 146 [2014] PIER 145 [2014] PIER 144 [2014] PIER 143 [2013] PIER 142 [2013] PIER 141 [2013] PIER 140 [2013] PIER 139 [2013] PIER 138 [2013] PIER 137 [2013] PIER 136 [2013] PIER 135 [2013] PIER 134 [2013] PIER 133 [2013] PIER 132 [2012] PIER 131 [2012] PIER 130 [2012] PIER 129 [2012] PIER 128 [2012] PIER 127 [2012] PIER 126 [2012] PIER 125 [2012] PIER 124 [2012] PIER 123 [2012] PIER 122 [2012] PIER 121 [2011] PIER 120 [2011] PIER 119 [2011] PIER 118 [2011] PIER 117 [2011] PIER 116 [2011] PIER 115 [2011] PIER 114 [2011] PIER 113 [2011] PIER 112 [2011] PIER 111 [2011] PIER 110 [2010] PIER 109 [2010] PIER 108 [2010] PIER 107 [2010] PIER 106 [2010] PIER 105 [2010] PIER 104 [2010] PIER 103 [2010] PIER 102 [2010] PIER 101 [2010] PIER 100 [2010] PIER 99 [2009] PIER 98 [2009] PIER 97 [2009] PIER 96 [2009] PIER 95 [2009] PIER 94 [2009] PIER 93 [2009] PIER 92 [2009] PIER 91 [2009] PIER 90 [2009] PIER 89 [2009] PIER 88 [2008] PIER 87 [2008] PIER 86 [2008] PIER 85 [2008] PIER 84 [2008] PIER 83 [2008] PIER 82 [2008] PIER 81 [2008] PIER 80 [2008] PIER 79 [2008] PIER 78 [2008] PIER 77 [2007] PIER 76 [2007] PIER 75 [2007] PIER 74 [2007] PIER 73 [2007] PIER 72 [2007] PIER 71 [2007] PIER 70 [2007] PIER 69 [2007] PIER 68 [2007] PIER 67 [2007] PIER 66 [2006] PIER 65 [2006] PIER 64 [2006] PIER 63 [2006] PIER 62 [2006] PIER 61 [2006] PIER 60 [2006] PIER 59 [2006] PIER 58 [2006] PIER 57 [2006] PIER 56 [2006] PIER 55 [2005] PIER 54 [2005] PIER 53 [2005] PIER 52 [2005] PIER 51 [2005] PIER 50 [2005] PIER 49 [2004] PIER 48 [2004] PIER 47 [2004] PIER 46 [2004] PIER 45 [2004] PIER 44 [2004] PIER 43 [2003] PIER 42 [2003] PIER 41 [2003] PIER 40 [2003] PIER 39 [2003] PIER 38 [2002] PIER 37 [2002] PIER 36 [2002] PIER 35 [2002] PIER 34 [2001] PIER 33 [2001] PIER 32 [2001] PIER 31 [2001] PIER 30 [2001] PIER 29 [2000] PIER 28 [2000] PIER 27 [2000] PIER 26 [2000] PIER 25 [2000] PIER 24 [1999] PIER 23 [1999] PIER 22 [1999] PIER 21 [1999] PIER 20 [1998] PIER 19 [1998] PIER 18 [1998] PIER 17 [1997] PIER 16 [1997] PIER 15 [1997] PIER 14 [1996] PIER 13 [1996] PIER 12 [1996] PIER 11 [1995] PIER 10 [1995] PIER 09 [1994] PIER 08 [1994] PIER 07 [1993] PIER 06 [1992] PIER 05 [1991] PIER 04 [1991] PIER 03 [1990] PIER 02 [1990] PIER 01 [1989]
2008-04-09
An Improved Particle Swarm Optimization Algorithm for Pattern Synthesis of Phased Arrays
By
Progress In Electromagnetics Research, Vol. 82, 319-332, 2008
Abstract
In this paper an improved particle swarm optimization algorithm (IPSO) for electromagnetic applications is proposed. In order to overcome the drawbacks of standard PSO, some improved mechanisms for velocity updating, the exceeding boundary control, global best perturbation and the simplified quadratic interpolation (SQI) operator are adopted. To show the effectiveness of the proposed algorithm, a selected set of numerical examples, concerned with linear as well as planar array, is presented. Simulation results show that the refined pinpointing search ability and the global search ability of the proposed algorithm are significantly improved when compared to the particle swarm optimization (PSO) and Genetic Algorithm (GA).
Citation
Wen-Tao Li Xiao-Wei Shi Yong-Qiang Hei , "An Improved Particle Swarm Optimization Algorithm for Pattern Synthesis of Phased Arrays," Progress In Electromagnetics Research, Vol. 82, 319-332, 2008.
doi:10.2528/PIER08030904
http://www.jpier.org/PIER/pier.php?paper=08030904
References

1. Alexopoulos, A., "Radar systems considerations for phased array aperture design using conformal transformations on riemannian manifolds," IEEE Trans. Antennas Propagat., Vol. 55, 2239-2246, 2007.
doi:10.1109/TAP.2007.902013

2. Polegre, A. M., et al., "Conformal array antenna for observation platforms in low earth orbit," IEEE Trans. Antennas Propagat. Magazine, Vol. 44, 103-104, 2002.

3. Donelli, M., et al., "An innovative computational approach based on a particle swarm strategy for adaptive phased-arrays control," IEEE Trans. Antennas Propagat., Vol. 54, 888-898, 2006.
doi:10.1109/TAP.2006.869912

4. Shu, L. S., S. Y. Ho, and S. J. Ho, "A novel orthogonal simulated annealing algorithm for optimization of electromagnetic problems," IEEE Trans. Magnetics., Vol. 40, 1791-1795, 2004.
doi:10.1109/TMAG.2004.828162

5. Lee, K. C. and J. Y. Jhang, "Application of particle swarm algorithm to the optimization of unequally spaced antenna arrays," Journal of Electromagnetic Waves and Applications, Vol. 20, 2001-2006, 2006.
doi:10.1163/156939306779322747

6. Martinez-Fernandez, J., J. M. Gil, and J. Zapata, "Ultrawideband optimized profile monopole antenna by means of simulated annealing algorithm and the finite element method," IEEE Trans. Antennas Propagat., Vol. 55, 1826-1832, 2007.
doi:10.1109/TAP.2007.898593

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

8. Grimaccia, F., M. Mussetta, and R. E. Zich, "Genetical swarm optimization: Self-adaptive hybrid evolutionary algorithm for electromagnetics," IEEE Trans. Antennas Propagat., Vol. 55, 781-785, 2007.
doi:10.1109/TAP.2007.891561

9. Mahanti, G. K., A. Chakrabarty, and S. Das, "Phase-only and amplitude-phase synthesis of dual-pattern linear antenna arrays using floating-point genetic algorithms," Progress In Electromagnetics Research, Vol. 68, 247-259, 2007.
doi:10.2528/PIER06072301

10. Villegas, F. J., "Parallel genetic-algorithm optimization of shaped beam coverage areas using planar 2-d phased arrays," IEEE Trans. Antennas Propagat., Vol. 55, 1745-1753, 2007.
doi:10.1109/TAP.2007.898601

11. Boeringer, D. W., D. H. Werner, and D. W. Machuga, "A simultaneous parameter adaptation scheme for genetic algorithms with application to phased array synthesis," IEEE Trans. Antennas Propagat., Vol. 53, 356-371, 2005.
doi:10.1109/TAP.2004.838800

12. 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

13. Xu, Z., H. Li, and Q. Z. Liu, "Pattern synthesis of conformal antenna array by the hybrid genetic algorithm," Progress In Electromagnetics Research, Vol. 79, 75-90, 2008.
doi:10.2528/PIER07091901

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

15. Akdagli, A. 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, 1007-1020, 2006.
doi:10.1163/156939306776930222

16. Vescovo, R., "Beam scanning with null and excitation constraints for linear arrays of antennas," Journal of Electromagnetic Waves and Applications, Vol. 21, 267-277, 2007.
doi:10.1163/156939307779378817

17. Zornoza, J. A., et al., "Folded multilayer microstrip reflectarray with shaped pattern," IEEE Trans. Antennas Propagat., Vol. 54, 510-518, 2006.
doi:10.1109/TAP.2005.863101

18. 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 Applications, Vol. 21, 215-227, 2007.
doi:10.1163/156939307779378808

19. 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

20. Mouhamadou, M., et al., "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

21. 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

22. Chen, T. B., et al., "Synthesis of circular antenna array using crossed particle swarm optimization algorithm," Journal of Electromagnetic Waves and Applications, Vol. 20, 1785-1795, 2006.
doi:10.1163/156939306779292273

23. Jin, N. and Y. Rahmat-Samii, "Advances in particle swarm optimization for antenna designs: Real-number, binary, single-objective and multiobjective implementations," IEEE Trans. Antennas Propagat., Vol. 55, 556-567, 2007.
doi:10.1109/TAP.2007.891552

24. Kurup, D. G., M. Himdi, and A. Rydberg, "Synthesis of uniform amplitude unequally spaced antenna arrays using the differential evolution algorithm," IEEE Trans. Antennas Propagat., Vol. 51, 2210-2217, 2003.
doi:10.1109/TAP.2003.816361

25. Mitilineos, S. A., S. C. A. Thomopoulos, and C. N. Capsalis, "Genetic design of dual-band, switched-beam dipole arrays, with elements failure correction, retaining constant excitation coefficients," Journal of Electromagnetic Waves and Applications, Vol. 20, 1925-1942, 2006.
doi:10.1163/156939306779322738

26. Ayestarn, R. G., J. Laviada, and F. Las-Heras, "Synthesis of passive-dipole arrays with a genetic-neural hybrid method," Journal of Electromagnetic Waves and Applications, Vol. 20, 2123-2135, 2006.
doi:10.1163/156939306779322549

27. Mahanti, G. K., A. Chakraborty, and S. Das, "Design of fully digital controlled reconfigurable array antennas with fixed dynamic rage ratio," Journal of Electromagnetic Waves and Applications, Vol. 21, 97-106, 2007.
doi:10.1163/156939307779391768

28. Ho, S. L., et al., "A particle swarm optimization method with enhanced global search ability for design optimizations of electromagnetic devices," IEEE Trans. Magnetics, Vol. 42, 1107-1110, 2006.
doi:10.1109/TMAG.2006.871426

29. Schutte, J. F. and A. A. Groenword, "A study of global optimization using particle swarms," Journal of Global Optimiz., Vol. 31, 93-108, 2005.
doi:10.1007/s10898-003-6454-x