Transmit signal design for optimal estimation of correlated MIMO channels

IEEE Transactions on Signal Processing

Volumn 52, Issue 2, 2004, Pages 546-557

  Kotecha, Jayesh H ^a   Sayeed, Akbar M ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

Conditional mutual information; Correlated MIMO channels; Covariance feedback; Majorization; Minimum mean square error; Multiantenna systems; Pilot based channel estimation; Schur concavity; Schur convexity; Uniform linear array

Indexed keywords

ALGORITHMS; ANTENNA ARRAYS; COMMUNICATION CHANNELS (INFORMATION THEORY); FADING (RADIO); MATRIX ALGEBRA; OPTIMIZATION; SIGNAL TO NOISE RATIO;

CONDITIONAL MUTUAL INFORMATION; CORRELATED MULTIPLE-INPUT MULTIPLE-OUTPUT CHANNELS; COVARIANCE FEEDBACK; MAJORIZATION; MINIMUM MEAN SQUARE ERROR ESTIMATION; MULTIANTENNA SYSTEMS; UNIFORM LINEAR ARRAY;

SIGNAL FILTERING AND PREDICTION;

EID: 0742303636     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2003.821104     Document Type: Article

References (23)

1. C. N. Chua, J. M. Kahn, and D. Tse, "Capacity of multi-antenna array systems in indoor wireless environment," in Proc. IEEE Global Telecommun. Conf., 1998, pp. 1894-1899.
2. E. Telatar, "Capacity of multi-antenna Gaussian channels," AT&AT Bell Labs Intern. Tech. Memo., June 1995.
3. G. J. Foschini, "Layered space-time architecture for wireless communication in a fading environment when using multi-element antennas," Bell Labs Tech. J., vol. 1, no. 2, pp. 41-59, 1996.
4. A. J. Paulraj and C. B. Papadias, "Space-time processing for wireless communications," in IEEE Signal Processing Mag., Nov. 1997, pp. 49-83.
5. S. M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Upper Saddle River, NJ: Prentice-Hall PTR, 1998.
6. S. A. Jafar, S. Vishwanath, and A. Goldsmith, "Channel capacity and beamforming for multiple transmit and receive antennas with covariance feedback," in Proc. Inf. Conf. Commun., 2001, pp. 2266-2270.
7. A. M. Sayeed, "Deconstructing multi-antenna fading channels," IEEE Trans. Signal Processing, vol. 50, pp. 2563-2579, Oct. 2002.
8. D. Shiu, G. Foschini, M. Gans, and J. Kahn, "Fading correlation and its effect on the capacity of multielement antenna systems," IEEE Trans. Communications, vol. 48, pp. 502-512, Mar. 2000.
9. D. Chizhik, F. Rashid-Farrokhi, J. Ling, and A. Lozano, "Effect of antenna seperation on the capacity of BLAST in correlated channels," IEEE Commun. Lett., vol. 4, pp. 337-339, Nov. 2000.
10. K. Yu, M. Bengtsson, B. Ottersten, P. Karlsson, and M. Beach, "Second order statistics of NLOS indoor MIMO channels based on 5.2 Ghz measurements," in Proc. IEEE Global Telecommun. Conf., 2001.
11. G. G. Giannakis and S. Zhou, "Optimal transmit-diversity precodes for random fading channels," in Proc. Globecomm, 2000, pp. 1839-1843.
12. T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
13. J. H. Kotecha and A. M. Sayeed, "On the capacity of correlated MIMO channels with covariance feedback," in Proc. Int. Symp. Inform. Theory, 2003.
14. J. H. Kotecha, Z. Hong, and A. M. Sayeed, "Coding and diversity gain tradeoff in space-time codes for correlated MIMO channels," in Proc. Globecomm, 2003.
15. J. W. Brewer, "Kronecker products and matrix calculus in system theory," IEEE Trans. Circuits Syst., vol. CAS-25, pp. 772-781, Sept. 1978.
16. A. L. Moustakas, H. U. Baranger, L. Balents, A. M. Sengupta, and S. H. Simon, "Communication through a diffusive medium: Coherence and capacity," Science, vol. 287, pp. 287-290, 2000.
17. J. R. Fonollosa, R. Gaspa, X. Mestre, A. Pages, M. Heikkila, J. P. Kermoal, L. Schumacher, A. Pollard, and J. Ylitalo, "The IST METRA project," IEEE Commun. Mag., vol. 40, pp. 78-86, July 2002.
18. H. Ozcelik, M. Herdin, H. Hofstetter, and E. Bonek, "A comparison of measured 8 × 8 MIMO systems with a popular stochastic channel model at 5.2 GHz," in Proc. ICT, 2003.
19. B. Hassibi and B. Hochwald, "Optimal training in space-time systems," in Conf. Rec. Thirty-Fourth Asilomar Conf. Signals, Syst., Comput., vol. 1, 2000, pp. 743-747.
20. M. R. Baissas and A. M. Sayeed, "Pilot-based estimation of time-varying multipath channels for coherent CDMA receivers," IEEE Trans. Signal Processing, vol. 50, pp. 2037-2049, Aug. 2002.
21. J. K. Cavers, "Optimized use of diversity modes in transmitter diversity systems," in Proc. Veh. Technol. Conf., 1999, pp. 1768-1773.
22. A. W. Marshall and I. Olkin, Inequalities: Theory of Majorization and its Applications. New York: Academic, 1979.
23. "Canonical statistical models for correlated MIMO fading channels and capacity analysis," J. H. Kotecha and A. M. Sayeed, in preparation, preprint: http://www.ece.wisc.edu/~jkotecha/.