Blind multiuser detection in frequency domain for MC-CDMA systems using particle swarm optimization

Wireless Personal Communications

Volumn 54, Issue 3, 2010, Pages 447-466

  Wen, Jyh Hrong ^a   Chang, Chuan Wang ^b,c   Hung, Ho Lung ^c  

^a TUNGHAI UNIVERSITY   (Taiwan)

^b NATIONAL CHUNG CHENG UNIVERSITY   (Taiwan)

^c CHIENKUO TECHNOLOGY UNIVERSITY   (Taiwan)

Author keywords

Blind multiuser detector; Constant modulus algorithm; Multi carrier direct sequence code division multiple access; Particle swarm optimization

Indexed keywords

BER PERFORMANCE; BLIND ADAPTIVE MULTIUSER DETECTION; BLIND MULTIUSER DETECTION; BLIND MULTIUSER DETECTOR; CONSTANT MODULUS ALGORITHMS; CONVERGENCE SPEED; DETECTION PERFORMANCE; DIRECT SEQUENCE CODE DIVISION MULTIPLE ACCESS; FREQUENCY DOMAINS; HARD DECISIONS; LINEARLY CONSTRAINED CONSTANT MODULUS; MC-CDMA SYSTEMS; MC-DS-CDMA; MULTI CARRIER; MULTISTAGE STRUCTURE; PARTICLE SWARM; PARTICLE SWARM OPTIMIZATION TECHNIQUE; PHASE ROTATION; RECEIVED SIGNALS; RELIABILITY INFORMATION; SIMULATION RESULT;

ALGORITHMS; BLIND EQUALIZATION; CODE DIVISION MULTIPLE ACCESS; COMMUNICATION SYSTEMS; CONVERGENCE OF NUMERICAL METHODS; DETECTORS; DIGITAL COMMUNICATION SYSTEMS; DIRECT SEQUENCE SYSTEMS; FREQUENCY DOMAIN ANALYSIS; MULTIUSER DETECTION; TURBO CODES;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77955847873     PISSN: 09296212     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11277-009-9734-z     Document Type: Article

References (29)

1. Biedka, T.E. (1997). Convergence analysis of the least square constant modulus algorithm. In Proceedings of the Asilomar conference signals, systems and computers (pp. 541-545).
2. Biedks, T. E., Tranter, W. H., & Reed, J. H. (2000). Convergence analysis of least squares constant modulus algorithm in interference cancellation application. IEEE Transactions on Communications, 48(3), 491-501.
3. Brown, D. R., Schniter, P. B., & Johnson, C. R. (1997). Computationally efficient blind equalization. In Proceedings of the 35th Allerton conference on communication, control and computing (Vol. 10, pp. 54-63).
4. Chern, S.-J., & Chang, C.-Y. (2003). Adaptive MC-CDMA receiver with constrained constant modulus IQRD-RLS algorithm for MAI suppression. Signal Processing, 83, 2209-2225.
5. Clerc, M., & Kennedy, J. (2002). The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6, 58-73.
6. Geli, G., Paura, L., & Verde, F. (2004). A two-stage CMA-based receiver for blind joint equalization and multiuser detection in high data-rate DS-CDMA systems. IEEE Transactions on Wireless Communication, 3(4), 1209-1223.
7. Hanzo, L., Yang, L.-L., Kuan, E.-L., & Yen, K. (2003). Single- and multi-carrier DS-CDMA: Multi-user detection, space-time spreading, synchronization and standards. New York: IEEE Press/Wiley.
8. Hara, S. (1997). Overview of multicarrier CDMA. IEEE Communications Magazine, 35, 126-133.
9. Honig, M. L., Madhow, U., & Verdu, S. (1995). Blind adaptive multiuser detection. IEEE Transactions on Information Theory, 41(7), 944-960.
10. Hung, H.-L., Huang, Y.-F., & Wen, J.-H. (2006). A particle swarm optimization based multiuser detector for DS-CDMA communication systems. In Proceedings of the IEEE international conference on systems, man, and cybernetics, 8-11 October 2006, Taipei, Taiwan (pp. 1956-1961).
11. Hung, H.-L., Huang, Y.-F., & Wen, J.-H. (2007, August). A particle swarm optimization based multiuser detector for DS-CDMA communication systems. WSEAS Transactions on Communications, 6, 778-785.
12. Hung, H.-L., Lee, S.-H., & Wen, J.-H. (2006, November). PSO algorithm for multiuser detector in asynchronous CDMA communication systems. In 2006 IEEE region 10 conference (TENCON 2006) (pp. 1-4).
13. Hung, H.-L., Lee, S.-H., & Wen, J.-H. (2007, July). Blind multiuser detection in frequency domain for MC-CDMA systems using particle swarm optimization. In IEEE conference on wireless and optical communication networks (pp. 1-7).
14. Hung, H.-L., Wen, J.-H., Lee, S.-H., & Huang, Y.-F. (2008). Performance analysis of PSO-based parallel interference canceller for MC-CDMA communication systems. European Transactions on Telecommunications, accepted.
15. Johnson, R., Jr., Schniter, P., Endres, T. J., Behm, J. D., & Brown, D. R. (1998). Blind equalization using the constant modulus criterion: A review. In Proceedings of the IEEE (Vol. 86, pp. 1927-1950).
16. Juntti, M., Vehkapera, M., Leinonen, J., Li, Z., Tujkovic, D., Tsumura, S., & Hara, S. (2005). MIMO MC-CDMA communications for future cellular system. IEEE Communications Magazine, 43, 118-124.
17. Kennedy, J., & Eberhart, R. C. (1995). Particle swarm optimization. In Proceedings of the IEEE international conference on neural networks, Perth, Australia (Vol. IV, pp. 1942-1948). Piscataway, NJ: IEEE Service Center.
18. Kim, D.-J., Kim, J.-E., & Kang, C.-E. (2000). The new approach to mitigate MAI in MC-CDMA systems. In Proceedings of the IEEE VTC'99 (pp. 171-175).
19. Miguze, J., & Castedo, L. (1998). A linearly constrained constant suppression approach to blind adaptive multiuser interference suppression. IEEE Communications Letters, 2, 217-219.
20. Namgoong, J., Wong, T. F., & Lehnert, J. S. (2000). Subspace multiuser detection for multicarrier DS-CDMA. IEEE Transactions on Communications, 48(11), 1897-1908.
21. Nelatury, S. R., & Rao, S. S. (2002). Increasing the speed of convergence of the constant modulus algorithm for blind channel equalization. IEEE Transactions on Communications, 50(6), 872-876.
22. Ratnaweera, A., Halgamuge, S. K., & Watson, H. C. (2004). Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients. IEEE Transactions on Evolutionary Computation, 8, 240-255.
23. Sun, L., Bi, G., & Zhang, L. (2005). Blind adaptive multiuser detection based on linearly constrained DSE-CMA. IEE Proceedings - Communication, 152(5), 737-742.
24. Tapia Sanchez, D., Perez, Mena, H. M., & Nakano Miyatake, M. (2004). Blind multiuser detection using CMA in a multicarrier CDMA receiver. In Proceedings of the IEEE 1st international conference on electrical and electronics engineering (pp. 44-48).
25. Verdu, S. (1998). Multiuser detection. Cambridge: Cambridge University Press.
26. Wang, X., & Poor, H. V. (1998). Blind multiuser channel estimation in dispersive CDMA channels. IEEE Transactions on Communications, 46, 91-103.
27. Whitehead, J. B., & Takawira, F. (2005). Performance analysis of the linearly constrained constant modulus algorithm based multiuser detector. IEEE Transactions on Signal Processing, 53(2), 643-653.
28. Xu, C., Feng, G., & Kwak, K. S. (2001). A modified constrained constant modulus approach to blind adaptive multiuser detection. IEEE Transactions on Communications, 49, 1643-1648.
29. Yang, L.-L., & Hanzo, L. (2003). Multicarrier DS-CDMA: A multiple access scheme for ubiquitous broadband wireless communication. IEEE Communications Magazine, 41, 116-124.