MIMO minimum total MSE transceiver design with imperfect CSI at both ends

IEEE Transactions on Signal Processing

Volumn 57, Issue 3, 2009, Pages 1141-1150

  Ding, Minhua ^a,b   Blostein, Steven D ^a  

^a QUEEN S UNIVERSITY   (Canada)

^b HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Channel state information (CSI); Mean square error (MSE); Multiple input multiple output (MIMO); Precoding; Spatial multiplexing

Indexed keywords

CHANNEL STATE INFORMATION; INFORMATION RETRIEVAL; MEAN SQUARE ERROR; MIM DEVICES; MULTIPLEXING; STRAIN ENERGY; TRANSCEIVERS;

CHANNEL STATE INFORMATION (CSI); MEAN-SQUARE ERROR (MSE); MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO); PRECODING; SPATIAL MULTIPLEXING;

CHANNEL ESTIMATION;

EID: 61449563379     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.2008542     Document Type: Article

References (39)

1. E. Telatar, "Capacity of multi-antenna Gaussian channels," Eur. Trans. Telecommun. (ETT), vol. 10, no. 6, pp. 585-595, Nov./Dec. 1999.
2. G. J. Foschini, "Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas," Bell Labs Tech. J., pp. 41-59, 1996.
3. V. Tarokh, N. Seshadri, and A. R. Calderbank, "Space-time codes for high data rate wireless communication: Performance criterion and code construction," IEEE Trans. Inf. Theory, vol. 44, no. 2, pp. 744-765, Mar. 1998.
4. J. B. Andersen, "Array gain and capacity for known random channels with multiple element arrays at both ends," IEEE J. Sel. Areas. Commun. vol. 18, no. 11, pp. 2172-2178, Nov. 2000.
5. A. Paulraj, R. Nabar, and D. Gore, Introduction to Space-Time Wireless Communications. Cambridge, U.K.: Cambridge Univ. Press, 2003.
6. J. Yang and S. Roy, "On joint transmitter and receiver optimization for multiple-input-multiple-output (MIMO) transmission systems," IEEE Trans. Commun., vol. 42, no. 12, pp. 3221-3231, Dec. 1994.
7. A. Scaglione, P. Stoica, S. Barbarossa, G. B. Giannakis, and H. Sampath, "Optimal designs for space-time linear precoders and decoders," IEEE Trans. Signal Process., vol. 50, no. 5, pp. 1051-1064, May 2002.
8. H. Sampath, P. Stoica, and A. Paulraj, "Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion," IEEE Trans. Commun., vol. 49, no. 12, pp. 2198-2206, Dec. 2001.
9. L. Collin, O. Berder, P. Rostaing, and G. Burel, "Optimal minimum distance-based precoder for MIMO spatial multiplexing systems," IEEE Trans. Signal Process., vol. 52, no. 3, pp. 617-627, Mar. 2004.
10. Z. Yan, K. M. Wong, and Z.-Q. Luo, "Optimal diagonal precoder for multiantenna communication systems," IEEE Trans. Signal Process., vol. 53, no. 6, pp. 2089-2100, Jun. 2005.
11. D. P. Palomar, J. M. Cioffi, and M. A. Lagunas, "Joint Tx-Rx beam-forming design for multicarrier MIMO channels: A unified framework for convex optimization," IEEE Trans. Signal Process., vol. 51, no. 9, pp. 2381-2401, Sep. 2003.
12. S. Serbetli and A. Yener, "Transceiver optimization for multiuser MIMO systems," IEEE Trans. Signal Process., vol. 52, no. 1, pp. 214-226, Jan. 2004.
13. J. Zhang, Y. Wu, S. Zhou, and J. Wang, "Joint linear transmitter and receiver design for the downlink of multiuser MIMO systems," IEEE Commun. Lett., vol. 9, no. 11, pp. 991-993, Nov. 2005.
14. F. Rey, M. Lamarca, and G. Vazquez, "Robust power allocation algorithms for MIMO OFDM systems with imperfect CSI," IEEE Trans. Signal Process., vol. 53, no. 3, pp. 1070-1085, Mar. 2005.
15. S. Serbetli and A. Yener, "MMSE transmitter design for correlated MIMO systems with imperfect channel estimates: Power allocation trade-offs," IEEE Trans. Wireless Commun., vol. 5, no. 8, pp. 2295-2304, Aug. 2006.
16. N. Khaled, G. Leus, C. Desset, and H. De Man, "A robust joint linear precoder and decoder MMSE design for slowly time-varying MIMO channels," in Proc. IEEE ICASSP 2004, May 17-21, 2004, vol. 4, pp. 485-488.
17. X. Zhang, D. P. Palomar, and B. Ottersten, "Robust design of linear MIMO transceiver for low SNR," in Proc. 39th Asilomar Conf. Signals, Syst. Comput., Oct. 28-Nov. 1 2005, pp. 398-402.
18. X. Zhang, D. P. Palomar, and B. Ottersten, "Robust design of linear MIMO transceiver under channel uncertainty," in Proc. ICASSP 2006 May 14-19, 2006, vol. 4, pp. 77-80.
19. D. P. Palomar, "A unified framework for communications through MIMO channels," Ph.D. dissertation, Univ. Politécnica de Catalunya (UPC), Barcelona, Spain, May 2003.
20. A. Goldsmith, S. A. Jafar, N. Jindal, and S. Vishwanath, "Capacity limits of MIMO channels," IEEE J. Sel. Areas. Commun., vol. 21, no. 5, pp. 684-702, June 2003.
21. T. Yoo and A. Goldsmith, "Capacity and power allocation for fading MIMO channels with channel estimation error," IEEE Trans. Inf. Theory, vol. 52, no. 5, pp. 2203-2214, May 2006.
22. L. Musavian, M. R. Nakhai, M. Dohler, and A. H. Aghvami, "Effect of channel uncertainty on the mutual information of MIMO fading channels," IEEE Trans. Veh. Technol., vol. 56, no. 5, pp. 2798-2806, Sep. 2007.
23. D. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, "Fading correlation and its effect on the capacity of multielement antenna systems," IEEE Trans. Commun., vol. 48, no. 3, pp. 502-513, Mar. 2000.
24. B. Hassibi and B. M. Hochwald, "How much training is needed in multiple-antenna wireless links?," IEEE Trans. Inf. Theory, vol. 49, no. 4, pp. 951-963, Apr. 2003.
25. J.-J. van de Beek, O. Edfors, M. Sandell, S. K. Wilson, and P. O. Borjesson, "On channel estimation in OFDM systems," in Proc. 45th IEEE Veh. Technol. Conf. (VTC), Jul. 25-28, 1995, vol. 2, pp. 815-819.
26. D. P. Bertsekas, Nonlinear Programming, 2nd ed. New York: Athena Scientific, 1999.
27. H. Lutkepohl, Handbook of Matrices. New York: Wiley, 1996.
28. M. Ding and S. D. Blostein, "MIMO LMMSE transceiver design with imperfect CSI at both ends," in Proc. IEEE Int. Conf. Commun. (ICC) 2007, Glasgow, Scotland, Jun. 2007, pp. 4369-4374.
29. N. Khaled, S. Thoen, and L. Deneire, "Optimizing the joint transmit and receive MMSE design using mode selection," IEEE Trans. Commun., vol. 53, no. 4, pp. 730-737, Apr. 2005.
30. L. Zheng and D. Tse, "Diversity and multiplexing: A fundamental tradeoff in multiple antenna channels," IEEE Trans. Inf. Theory, vol. 49, no. 5, pp. 1073-1096, May 2003.
31. T. Yoo, E. Yoon, and A. Goldsmith, "MIMO capacity with channel uncertainty: Does feedback help?," in Proc. IEEE Globecom 2004, Dallas, TX, Dec. 2004, pp. 96-100.
32. M. Medard, "The effect upon channel capacity in wireless communications of perfect and imperfect knowledge of the channel," IEEE Trans. Inf. Theory, vol. 46, no. 3, pp. 933-946, May 2000.
33. M. Ding, "Multiple-input multiple-out wireless system designs with imperfect channel knowledge," Ph.D. thesis, Queen's Univ., Kingston, Ontario, Canada, 2008.
34. A. B. Gershman and N. Sidiropoulos, Space-Time Processing for MIMO Communications. New York: Wiley, 2005.
35. H. V. Poor, Introduction to Signal Detection and Estimation, 2nd ed. New York: Springer-Verlag, 1994.
36. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.
37. Microwave Mobile Communications, W. C. Jakes, Ed. New York: Wiley, 1974.
38. S. Zhou and G. B. Giannakis, "How accurate channel prediction needs to be for transmit-beamforming with adaptive modulation over Rayleigh MIMO channels?," IEEE Trans. Wireless Commun., vol. 3, no. 4, pp. 1285-1294, Jul. 2004.
39. X. Zhang, D. P. Palomar, and B. Ottersten, "Statistically robust design of linear MIMO transceivers," IEEE Trans. Signal Process., vol. 56, no. 8, pp. 3678-3689, Aug. 2008.