Semiunitary precoding for spatially correlated MIMO channels

IEEE Transactions on Information Theory

Volumn 57, Issue 3, 2011, Pages 1284-1298

  Raghavan, Vasanthan ^a,b   Sayeed, Akbar M ^c   Veeravalli, Venugopal V ^a  

^a United States of America   (United States)

^b UNIVERSITY OF MELBOURNE   (Australia)

^c Wisconsin Electric Machines and Power Electronics Consortium   (United States)

Author keywords

Adaptive coding; correlated channels; low complexity signaling; MIMO systems; multimode signaling; semiunitary precoding; spatial precoding

Indexed keywords

ADAPTIVE CODING; CORRELATED CHANNELS; LOW-COMPLEXITY; MULTIMODES; PRECODING;

DECODING; INFORMATION THEORY; MIMO SYSTEMS; SIGNALING;

STATISTICS;

EID: 79951870236     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2010.2103810     Document Type: Article

References (48)

1. K. H. Lee and D. P. Petersen, "Optimal linear coding for vector channels," IEEE Trans. Commun., vol. 24, pp. 1283-1290, Dec. 1976.
2. J. Salz, "Digital transmission over cross-coupled linear channels," AT&T Tech. J., vol. 64, no. 6, pp. 1147-1159, Jul.-Aug. 1985. (Pubitemid 15559180)
3. J. Yang and S. Roy, "On joint transmitter and receiver optimization for multiple-input-multiple-output (MIMO) transmission systems," IEEE Trans. Commun., vol. 42, pp. 3221-3231, Dec. 1994.
4. A. Scaglione, G. B. Giannakis, and S. Barbarossa, "Redundant filterbank precoders and equalizers Part I: Unification and optimal designs," IEEE Trans. Signal Process., vol. 47, no. 7, pp. 1988-2006, Jul. 1999.
5. H. Sampath, P. Stoica, and A. J. Paulraj, "Generalized linear precoder and decoder design for MIMO channels using the weighted MMSE criterion," IEEE Trans. Commun., vol. 49, pp. 2198-2206, Dec. 2001. (Pubitemid 34099627)
6. H. Sampath and A. J. Paulraj, "Linear precoding for space-time coded systems with known fading correlations," IEEE Commun. Lett., vol. 6, no. 6, pp. 239-241, Jun. 2002. (Pubitemid 34916017)
7. J. Yang and S. Roy, "Joint transmitter-receiver optimization for multiinput multioutput systems with decision feedback," IEEE Trans. Inf. Theory, vol. 40, no. 5, pp. 1334-1347, Sep. 1994.
8. A. Scaglione, P. Stoica, S. Barbarossa, G. B. Giannakis, and H. Sampath, "Optimal designs for space-time linear precoders and decoders," IEEE Trans. Sig. Proc., vol. 50, no. 5, pp. 1051-1064, May 2002. (Pubitemid 34515266)
9. D. P. Palomar, J. M. Cioffi, and M. A. Lagunas, "Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization," IEEE Trans. Signal Process., vol. 51, no. 9, pp. 2381-2401, Sep. 2003.
10. S. Zhou and B. Li, "BER criterion and codebook construction for finiterate precoded spatial multiplexing with linear receivers," IEEE Trans. Signal Process., vol. 54, no. 5, pp. 1653-1665, May 2006.
11. R. W. Keyes, "Physical limits in digital electronics," Proc. IEEE, vol. 63, pp. 740-767, May 1975.
12. J. D. Meindl and J. A. Davis, "The fundamental limit on binary switching energy for terascale integration (TSI)," IEEE J. Solid-State Circuits, vol. 35, no. 10, pp. 1515-1516, Oct. 2000.
13. J. Rabaey, A. Chandrakasan, and B. Nikolic, Digitial Integrated Circuits: A Design Perspective, 2nd ed. Englewood Cliffs, NJ: Prentice- Hall, 2003.
14. B. Razavi, RF Microelectronics. Upper Saddle River, NJ: Prentice- Hall, 1998.
15. A. M. Sayeed, "Deconstructing multiantenna fading channels," IEEE Trans. Signal Process., vol. 50, no. 10, pp. 2563-2579, Oct. 2002. (Pubitemid 35151718)
16. A. S. Y. Poon, R. W. Brodersen, and D. N. C. Tse, "Degrees of freedom in multiple-antenna channels: A signal space approach," IEEE Trans. Inf. Theory, vol. 51, no. 2, pp. 523-536, Feb. 2005. (Pubitemid 40219465)
17. E. Visotsky and U. Madhow, "Space-time transmit precoding with imperfect feedback," IEEE Trans. Inf. Theory, vol. 47, no. 6, pp. 2632-2639, Sep. 2001. (Pubitemid 32949918)
18. S. A. Jafar and A. J. Goldsmith, "Transmitter optimization and optimality of beamforming for multiple antenna systems with imperfect feedback," IEEE Trans. Wireless Commun., vol. 3, no. 4, pp. 1165-1175, Jul. 2004.
19. E. Jorswieck and H. Boche, "Channel capacity and capacity-range of beamforming in MIMO wireless systems under correlated fading with covariance feedback," IEEE Trans. Wireless Commun., vol. 52, no. 10, pp. 1654-1657, Oct. 2004.
20. A. L. Moustakas, S. H. Simon, and A. M. Sengupta, "MIMO capacity through correlated channels in the presence of correlated interferers and noise," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2545-2561, Oct. 2003.
21. S. Zhou and G. B. Giannakis, "Optimal transmitter eigen-beamforming and space-time block coding based on channel mean feedback," IEEE Trans. Signal Process., vol. 50, no. 10, pp. 1599-1613, Oct. 2002.
22. A. J. 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, Jun. 2003.
23. V. V. Veeravalli, Y. Liang, and A. M. Sayeed, "Correlated MIMO Rayleigh fading channels: Capacity, optimal signaling and asymptotics," IEEE Trans. Inf. Theory, vol. 51, no. 6, pp. 2058-2072, Jun. 2005. (Pubitemid 40843625)
24. A. M. Tulino, A. Lozano, and S. Verdú, "Impact of antenna correlation on the capacity of multiantenna channels," IEEE Trans. Inf. Theory, vol. 51, no. 7, pp. 2491-2509, Jul. 2005. (Pubitemid 41136404)
25. D. Gesbert, H. Bolcskei, D. A. Gore, and A. J. Paulraj, "OutdoorMIMO wireless channels: Models and performance prediction," IEEE Trans. Commun., vol. 50, pp. 1926-1934, Dec. 2002.
26. V. Raghavan, J. H. Kotecha, and A. M. Sayeed, "Why does the Kronecker model result in misleading capacity estimates?," IEEE Trans. Inf. Theory, vol. 56, no. 10, pp. 4843-4864, Oct. 2010.
27. 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.
28. Z. D. Bai, "Methodologies in spectral analysis of large dimensional random matrices, A review," Statistica Sinica, vol. 9, pp. 611-677, 1999.
29. A. M. Tulino and S. Verdù, "Random matrices and wireless communications," Found. Trends in Commun. Inf. Theory, vol. 1, no. 1, Jun. 2004.
30. W. Hachem, O. Khorunzhiy, P. Loubaton, J. Najim, and L. Pastur, "A new approach for capacity analysis for large dimensional multiantenna channels," IEEE Trans. Inf. Theory, vol. 54, no. 9, pp. 3987-4004, Sep. 2008.
31. A. W. Marshall and I. Olkin, Inequalities: Theory of Majorization and its Applications. New York: Academic, 1979.
32. W. Weichselberger, M. Herdin, H. Ozcelik, and E. Bonek, "A stochastic MIMO channel model with joint correlation of both link ends," IEEE Trans. Wireless Commun., vol. 5, no. 1, pp. 90-100, Jan. 2006.
33. C.-N. Chuah, J. M. Kahn, and D. N. C. Tse, "Capacity scaling in MIMO wireless systems under correlated fading," IEEE Trans. Inf. Theory, vol. 48, no. 3, pp. 637-650, Mar. 2002. (Pubitemid 34239793)
34. S. Brink, G. Kramer, and A. Ashikhmin, "Design of low-density parity-check codes for modulation and detection," IEEE Trans. Commun., vol. 52, pp. 670-678, Apr. 2004.
35. J. W. Demmel, Applied Numerical Linear Algebra, 1st ed. Philadelphia, PA: SIAM, 1997.
36. R. Mathias, "Spectral perturbation bounds for positive definite matrices," SIAM J. Matrix Anal. Appl., vol. 18, no. 4, pp. 959-980, Oct. 1997.
37. R. Bhatia, Matrix Analysis. New York: Springer-Verlag, 1997.
38. V. Raghavan, A. M. Sayeed, and N. Boston, "When is limited feedback for transmit beamforming beneficial?," in Proc. IEEE Int. Symp. Inf. Theory, Sep. 2005, pp. 1544-1548. (Pubitemid 44508302)
39. V. Raghavan, V. V. Veeravalli, and A. M. Sayeed, "Quantized multimode precoding in spatially correlated multiantenna channels," IEEE Trans. Signal Process., vol. 56, no. 12, pp. 6017-6030, Dec. 2008.
40. V. Raghavan, R. W. Heath Jr., and A. M. Sayeed, "Systematic codebook designs for quantized beamforming in correlated MIMO channels," IEEE J. Sel. Areas Commun., vol. 25, no. 7, pp. 1298-1310, Sep. 2007. (Pubitemid 47397708)
41. V. Raghavan, V. V. Veeravalli, and R. W. Heath Jr., "Reduced rank signaling in spatially correlated MIMO channels," in Proc. IEEE Int. Symp. Inf. Theory, Jun. 2007, pp. 1081-1085.
42. A. Forenza, M. Mckay, A. Pandharipande, R. W. Heath Jr., and I. B. Collings, "Adaptive MIMO transmission for exploiting the capacity of spatially correlated MIMO channels," IEEE Trans. Veh. Technol., vol. 56, no. 2, pp. 619-630, Mar. 2007. (Pubitemid 46562934)
43. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
44. R. A. Durrett, Probability: Theory and Examples, 2nd ed. New York: Duxbury, 1995.
45. Z. D. Bai and Y. Q. Yin, "Convergence to the semi-circle law," Ann. Prob., vol. 16, no. 2, pp. 863-875, 1988.
46. T. W. Anderson, An Introduction to Multivariate Statistical Analysis, 1st ed. New York: Wiley, 1960.
47. V. L. Girko, Theory of Random Determinants. Boston, MA: Kluwer, 1990.
48. V. L. Girko, Theory of Linear Algebraic Equations with Random Coefficients. New York: Allerton, 1996.