Particle swarm optimisation aided semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn , Issue , 2009, Pages 309-312

  Palally, H R ^a   Chen, S ^a   Yao, W ^a   Hanzo, L ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Joint maximum likelihood estimation; Multiple input multiple output; Particle swarm optimisation

Indexed keywords

CHANNEL ESTIMATOR; DATA DETECTION; JOINT MAXIMUM LIKELIHOOD; MIMO CHANNEL; MULTIPLE-INPUT-MULTIPLE-OUTPUT; MULTIPLE-INPUT-MULTIPLE-OUTPUT SYSTEMS; OPTIMISATIONS; PARTICLE SWARM OPTIMISATION; SEMI-BLIND;

BLIND SOURCE SEPARATION; CHANNEL ESTIMATION; DETECTORS; ESTIMATION; MIMO SYSTEMS; MULTIPLEXING; OPTIMIZATION; SIGNAL DETECTION; SIGNAL PROCESSING;

MAXIMUM LIKELIHOOD ESTIMATION;

EID: 72349089981     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2009.5278578     Document Type: Conference Paper

References (18)

1. T. L. Marzetta and B. M. Hochwal, "Capacity of a mobile multiple-antenna communication link in Rayleigh flat fading," IEEE Trans. Information Theory, vol. 45, pp. 139-157, January 1999.
2. A. J. Paulraj, D. A. Gore, R. U. Nabar and H. Bölcskei, "An overview of MIMO communications - A key to gigabit wireless," Proc. IEEE, vol. 92, pp. 198-218, February 2004.
3. L. Tang, R. W. Liu, V. C. Soon and Y. F. Huang, "Indeterminacy and identifiability of blind identification," IEEE Trans. Circuits and Systems, vol. 38, pp. 499-509, May 1991.
4. A. Medles and D. T. M. Slock, "Semiblind channel estimation for MIMO spatial multiplexing systems," in Proc. VTC2001-Fall, Atlantic City, USA, Oct.7-11, 2001, vol. 2, pp. 1240-1244.
5. C. Cozzo and B. L. Hughes, "Joint channel estimation and data detection in space-time communications," IEEE Trans. Communications, vol. 51, pp. 1266-1270, August 2003.
6. S. Buzzi, M. Lops and S. Sardellitti, "Performance of iterative data detection and channel estimation for single-antenna and multiple-antennas wireless communications," IEEE Trans. Vehicular Technology, vol. 53, pp. 1085-1104, July 2004.
7. T. Wo, P. A. Hoeher, A. Scherb and K. D. Kammeyer, "Performance analysis of maximum-likelihood semiblind estimation of MIMO channels," in Proc. VTC2006-Spring, Melbourne, Australia, May 7-10, 2006, vol. 4, pp. 1738-1742.
8. A. K. Jagannatham and B. D. Rao, "Whitening-rotation-based semi-blind MIMO channel estimation," IEEE Trans. Signal Processing, vol. 54, pp. 861-869, March 2006.
9. M. Abuthinien, S. Chen and L. Hanzo, "Semi-blind joint maximum likelihood channel estimation and data detection for MIMO systems," IEEE Signal Processing Letters, vol. 15, pp. 202-205, 2008.
10. S. Chen, X. X. Wang and C.J. Harris, "Experiments with repeating weighted boosting search for optimization in signal processing applications," IEEE Trans. System, Man and Cybernetics, Part B, vol. 35, pp. 682-693, August 2005.
11. J. Akhtman, A. Wolfgang, S. Chen and L. Hanzo, "An optimized-hierarchy-aided approximate Log-MAP detector for MIMO systems," IEEE Trans. Wireless Communications, vol. 6, pp. 1900-1909, May 2007.
12. M. Biguesh and A. B. Gershman, "Training-based MIMO channel estimation: A study of estimator tradeoffs and optimal training signals," IEEE Trans. Signal Processing, vol. 54, pp. 88-893, March 2006.
13. J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. of 1995 IEEE Int. Conf. Neural Networks, Perth, Australia, Nov. 27 - Dec. 1, 1995, vol. 4, pp. 1942-1948.
14. J. Kennedy and R. C. Eberhart, Swarm Intelligence, Morgan Kaufmann, 2001.
15. A. Ratnaweera, S. K. Halgamuge and H. C. Watson, "Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients," IEEE Trans. Evolutionary Computation, vol. 8, pp. 240-255, June 2004.
16. S. M. Guru, S. K. Halgamuge and S. Fernando, "Particle swarm optimisers for cluster formation in wireless sensor networks," in Proc. 2005 Int. Conf. Intelligent Sensors, Sensor Networks and Information Processing, Melbourne, Australia, Dec. 5-8, 2005, pp. 319-324.
17. H.-M. Feng, "Self-generation RBFNs using evolutional PSO learning," Neurocomputing, vol. 70, pp. 241-251, December 2006.
18. K. K. Soo, Y. M. Siu, W. S. Chan, L. Yang and R. S. Chen, "Particle-swarm-optimization-based multiuser detector for CDMA communications," IEEE Trans. Vehicular Technology, vol. 56, pp. 3006-3013, September 2007.