Joint maximum likelihood channel estimation and data detection for MIMO systems

IEEE International Conference on Communications

Volumn , Issue , 2007, Pages 5354-5358

  Abuthinien, Mohammed ^a   Chen, Sheng ^a   Wolfgang, Andreas ^a   Hanzo, Lajos ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CHANNEL ESTIMATION; DATA REDUCTION; DATA STRUCTURES; GLOBAL OPTIMIZATION; MAXIMUM LIKELIHOOD;

DATA DETECTION; TWO-LEVEL OPTIMISATION LOOP;

TRANSCEIVERS;

EID: 38549091148     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2007.886     Document Type: Conference Paper

References (26)

1. G.J. Foschini and M.J. Gans, "On limits of wireless communications in a fading environment when using multiple antennas, " Wireless Personal Communications, vol.6, no.3, pp.311-335, 1998.
2. I.E. Telatar, "Capacity of multi-antenna Gaussian channels," European Trans. Telecommunications, vol.10, no.6, pp.585-595, 1999.
3. T.L. Marzetta and B.M. Hochwald, "Capacity of a mobile multiple-antenna communication link in Rayleigh flat fading," IEEE Trans. Information Theory, vol.45, no.l, pp.139-157, 1999.
4. 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, no.2, pp.198-218, 2004.
5. L. Tong and S. Perreau, "Multichannel blind identification: From sub-space to maximum, likelihood methods," Proc. IEEE, vol.86, no. 10, pp. 1951-1968, 1998.
6. J.F. Cardoso, "Source separation using higher ordered moments," in Proc. ICASSP-1989, 1989, vol.4, pp.2109-2112.
7. P. Comon, "Independent component analysis: A. new concept?" Signal Processing, vol.36, no.3, pp.287-314, 1994.
8. C.-Y. Chi, C.-Y. Chen, C.-H. Chen and C.-C. Feng, "Batch processing algorithms for blind equalization using higher-order statistics," IEEE Signal Processing Magazine, vol.20, no.l, pp.25-49, 2003.
9. C-Q. Chang, S.F. Yau, P. Kwok, F.K. Lam and F.H.Y. Chan, "Sequential approach to blind source separation using second order statistics," in Proc. 1st Int. Conf. Information, Communication, ans Signal Processing, Sept. 9-12, 1997, vol.3, pp.1608-1612.
10. K. Abed-Meraim, Y. Xiang, J.H. Manron and Y-B. Hua, "A. new approach to blind separation of cyclostationary sources," in Proc. 2nd IEEE Workshop Signal Processing Advances in Wireless Communications (Annapolis, MD, USA), May 9-12, 1999, pp. 114-117.
11. S. Talwar, M. Viberg and A. Paulraj, "Blind separation of synchronous co-channel digital signals using an antenna array - Part I: Algorithms," IEEE Trans. Signal Processing, vol.44, no.5, pp.1184-1197, 1996.
12. A. Ranheim, "A decoupled approach to adaptive signal separation using an antenna array," IEEE Trans. Vehicular Technology, vol.48, no.3, pp.676-682, 1999.
13. A. Dogandzic and A. Nehorai, "Generalized multivariate analysis of variance - A unified framework for signal processing in correlated noise," IEEE Signal Processing Magazine, vol.20, no.5, pp.39-54, 2003.
14. A. Medles and D.T.M. Slock, "Semiblind channel estimation for MIMO spatial multiplexing systems," in Proc. VTC2001-Fall, 2001, vol.2, pp. 1240-1244.
15. C. Cozzo and B.L. Hughes, "Joint channel estimation and data detection in space-time communications," IEEE Trans. Communications, vol.51, no.8, pp. 1266-1270, 2003.
16. 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, no.4, pp. 1085-1104, 2004.
17. 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, 5 pages.
18. S. Chen and Y. Wu, "Maximum likelihood joint channel and data estimation using genetic algorithms," IEEE Trans. Signal Processing, vol.46, no.5, pp. 1469-1473, 1998.
19. S. Chen and B.L. Luk, "Adaptive simulated annealing for optimization in signal processing applications," Signal Processing, vol.79, no.l, pp. 117-128, 1999.
20. 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, no.4, pp.682-693, 2005.
21. S. Chen, X.C. Yang and L. Hanzo, "Blind joint maximum likelihood channel estimation and data detection for single-input multiple-output systems," in Proc. 6th IEE Int. Conf. 3G & Beyond (London, UK), Nov.7-9, 2005, 5 pages.
22. J. Akhtman and L. Hanzo, "Reduced-complexity maximum, likelihood detection in multiple-antenna-aided multicarrier system," in Proc. 5th Int. Workshop Multi-Carrier Spread-Spectrum (Oberpfaffenhofen, Germany), Sept. 14-16, 2005, pp.21-28.
23. J. Akhtman and L. Hanzo, "Maximum-likelihood enhanced sphere decoding of MIMO-OFDM," in L. Hanzo and T. Keller, OFDM and MC-CDMA: A Primer; Chichester, UK: John Wiley, 2006, pp.253-301.
24. D. Pham, K. Pattipati, P.K. Willet and J. Luo, "An improved complex sphere decoder for V-BLAST systems," IEEE Signal Processing Letters, Vol.11, no.9, pp.748-751, 2004.
25. L. Tang, R. Lui, V. Soon and Y. Huang, "Indeterminacy and identifiability of blind identification," IEEE Trans. Circuits and Systems, vol.38, no.5, pp.499-509, 1991.
26. G. Leus and A. van der Veen, "Optimal training for ML and LMMSE channel estimation in MIMO systems," in Proc. IEEE/SP 13th Workshop Statistical Signal Processing, July 17-20, 2005, pp.1354-1357.