Beamforming in the presence of mutual coupling based on constrained particle swarm optimization

IEEE Transactions on Antennas and Propagation

Volumn 57, Issue 6, 2009, Pages 1655-1666

  Demarcke, Pieterjan ^a   Rogier, Hendrik ^a   Goossens, Roald ^a   De Jaeger, Peter ^a,b  

^a GHENT UNIVERSITY   (Belgium)

^b Bekaert sa   (Belgium)

Author keywords

Beamforming; Constrained optimization; Mutual coupling; Particle swarm optimization (PSO); Smart antenna system

Indexed keywords

ACTIVE ELEMENTS; CONSTRAINED OPTIMIZATION PROBLEMS; CONSTRAINED PARTICLE SWARM OPTIMIZATION; ELEMENT ANTENNA; MATHEMATICAL EXPRESSIONS; MUTUAL COUPLING; NEW APPROACHES; PENALTY FACTOR; PENALTY FUNCTION METHODS; PLATFORM EFFECTS; PSO ALGORITHMS; RADIATION PATTERNS; SMART ANTENNA SYSTEM; STANDARD GENETIC ALGORITHM;

ANTENNA FEEDERS; ANTENNAS; BEAMFORMING; CONSTRAINED OPTIMIZATION; DIRECTIONAL PATTERNS (ANTENNA); FUNCTIONS; RADIATION EFFECTS; SMART ANTENNAS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 67649409009     PISSN: 0018926X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAP.2009.2019923     Document Type: Article

References (33)

1. S. Bellofiore, C. Balanis, J. Foutz, and A. Spanias, "Smart-antenna systems for mobile communication networks. Part 1. Overview and antenna design," IEEE Antennas Propag. Mag., vol. 44, no. 3, pp. 145-154, Jun. 2002.
2. S. Bellofiore, J. Foutz, C. Balanis, and A. Spanias, "Smart-antenna system for mobile communication networks. Part 2. Beamforming and network throughput," IEEE Antennas Propag. Mag., vol. 44, no. 4, pp. 106-114, Aug. 2002.
3. H. Rogier and D. De Zutter, "Beamforming strategies for compact arrays in mobile terminals using the exact active element pattern method," Microw. Opt. Technol. Lett., vol. 35, no. 3, pp. 480-487, Nov. 2002.
4. R. Goossens and H. Rogier, "Optimal beam forming in the presence of mutual coupling," in Proc. Commun. Veh. Technol. Symp., Nov. 2006, pp. 13-18.
5. A. Boukalov and S.-G. Haggman, "System aspects of smart-antenna technology in cellular wireless communications - an overview," IEEE Trans. Microw. Theory Tech., vol. 48, no. 6, pp. 919-929, Jun. 2000.
6. S. Koziel and Z. Michalewicz, "Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization," Evolut. Comput. vol. 7, no. 1, pp. 19-44, 1999.
7. K. Deb, "An efficient constraint handling method for genetic algorithms," Comput. Methods Appl. Mechan. Eng., vol. 186, no. 2-4, pp. 311-338, Jun. 2000.
8. C. A. Coello Coello, "Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art," Comput. Methods Appl. Mechan. Eng., vol. 191, no. 11-12, pp. 1245-1287, Jan. 2002.
9. K. E. Parsopoulos and M. N. Vrahatis, "Particle swarm optimization method for constrained optimization problems," in Intelligent Technologies: From Theory to Applications - The New Trends In Computational Intelligence, ser. Frontiers in Artificial Intelligence & Applications, P. Sincak, J. Vascak, and V. Kvasnicka, Eds. Amsterdam, The Netherlands: IOS Press, 2002, vol. 76, pp. 214-220.
10. X. Hu and R. Eberhart, "Solving constrained nonlinear optimization problems with particle swarm optimization," presented at the 6th World Multiconf. Systemics, Cybernet. Informat., 2002.
11. G. Coath and S. Halgamuge, "A comparison of constraint-handling methods for the application of particle swarm optimization to constrained nonlinear optimization problems," in Proc. Evol. Comput. Congress Dec. 2003, vol. 4, pp. 2419-2425.
12. E. Mezura-Montes and C. A. Coello Coello, "A simple multimembered evolution strategy to solve constrained optimization problems," IEEE Trans. Evol. Comput., vol. 9, no. 1, pp. 1-17, Feb. 2005.
13. R. Krohling and L. dos Santos Coelho, "Coevolutionary particle swarm optimization using Gaussian distribution for solving constrained optimization problems," IEEE Trans. Syst., Man, Cybern., vol. 36, pt. B, pp. 1407-1416, Dec. 2006.
14. T. Takahama and S. Sakai, "Solving constrained optimization problems by the ε-constrained particle swarm optimizer with adaptive velocity limit control," in Proc. IEEE Conf. on Cybern. and Intell. Syst., Jun. 2006, pp. 1-7.
15. B. Yang, Y. Chen, Z. Zhao, and Q. Han, "A master-slave particle swarm optimization algorithm for solving constrained optimization problems," in Proc. 6th World Congr. on Intell. Contr. and Autom., 2006, vol. 1, pp. 3208-3212.
16. K. Zielinski and R. Laur, "Constrained single-objective optimization using particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Jul. 2006, pp. 443-450.
17. J. Fuentes Cabrera and C. A. Coello Coello, "Handling constraints in particle swarm optimization using a small population size," Adv. Artificial Intell. MICAI, pp. 41-51, 2007.
18. Q. He and L. Wang, "An effective co-evolutionary particle swarm optimization for constrained engineering design problems," Eng. Applicat. Artificial Intell., vol. 20, no. 1, pp. 89-99, Feb. 2007.
19. J. Zheng, Q. Wu, and W. Song, "An improved particle swarm algorithm for solving nonlinear constrained optimization problems," in Proc. 3rd Int. Conf. on Natural Comput., Aug. 24-27, 2007, vol. 4, pp. 112-117.
20. L. Zhiming, W. Cheng, and L. Jian, "Solving constrained optimization via amodified genetic particle swarm optimization," in Proc. Int. Workshop Knowl. Discov. and Data Mining, Jan. 23-24, 2008, pp. 217-220.
21. A. Carlisle and G. Dozier, "An off the-shelf PSO," presented at the Particle Swarm Optimiz. Workshop, 2001.
22. M. Clerc, "The swarm and the queen: Towards a deterministic and adaptive particle swarm optimization," in Proc. Congress Evol. Comput., 1999, vol. 3, pp. 84-88.
23. M. Clerc and J. Kennedy, "The particle swarm - explosion, stability, and convergence in a multidimensional complex space," IEEE Trans. Evol. Comput., vol. 6, no. 1, pp. 58-73, 2002.
24. R. C. Eberhart and Y. Shi, "Particle swarm optimization: Developments, applications and resources," in Proc. Congress Evol. Comput., 2001, vol. 1, pp. 81-86.
25. R. C. Eberhart and Y. Shi, "Empirical study of particle swarm optimization," in Proc. Congress Evol. Comput., 1999, vol. 3, pp. 1945-1950.
26. R. C. Eberhart and Y. Shi, "Comparing inertia weights and constriction factors in particle swarm optimization," in Proc. Congress Evol. Comput., 2000, vol. 1, pp. 84-88.
27. J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Networks, 1995, vol. 4, pp. 1942-1948.
28. J. Robinson and Y. Rahmat-Samii, "Particle swarm optimization in electromagnetics," IEEE Trans. Antennas Propag., vol. 52, no. 2, pp. 397-407, Feb. 2004.
29. Y. H. Shi and R. C. Eberhart, "A modified particle swarm optimizer," presented at the IEEE Int. Conf. on Evol. Comput., Anchorage, AK, May 1998.
30. L.-P. Zhang, H.-J. Yu, and S.-X. Hu, "Optimal choice of parameters for particle swarm optimization," J. Zhejiang Univ. Sci., vol. 6a, no. 6, pp. 528-534, 2005.
31. C. A. Coello Coello, "Use of a self-adaptive penalty approach for engineering optimization problems," Comput. Ind., vol. 41, no. 2, pp. 113-127, Mar. 2000.
32. J. Kennedy and R. Mendes, "Neighborhood topologies in fully informed and best-of-neighborhood particle swarms," IEEE Trans. Syst., Man, Cybern. Part C: Applicat. Rev., vol. 36, no. 4, pp. 515-519, 2006.
33. R. Janaswamy, Radiowave Propagation and Smart Antennas for Wireless Communications. Norwell, MA: Kluwer Academic Publishers, 2001.