Analysis of multiple antenna systems with finite-rate channel information feedback over spatially correlated fading channels

IEEE Transactions on Signal Processing

Volumn 55, Issue 9, 2007, Pages 4612-4626

  Zheng, Jun ^a   Rao, Bhaskar D ^b  

^a BROADCOM CORPORATION   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Bennett's integral; Capacity analysis; Channel quantization; Constrained source; CSI feedback; Distortion analysis; Encoder side information; Finite rate feedback; High resolution quantization theory; Imperfect CSIT; Mismatched channel quantizer; Multiple input multiple output (MIMO); Spatially correlated fading; Suboptimal channel quantizer; Transmit precoding; Vector quantization

Indexed keywords

ANTENNAS; CHANNEL STATE INFORMATION; COVARIANCE MATRIX; SIGNAL DISTORTION; SIGNAL TO NOISE RATIO; VECTOR QUANTIZATION;

CAPACITY ANALYSIS; CHANNEL QUANTIZATION; CHANNEL QUANTIZER; CONSTRAINED SOURCE; DISTORTION ANALYSIS; ENCODER SIDE INFORMATION; FINITE-RATE FEEDBACK; HIGH-RESOLUTION QUANTIZATION THEORY; MISMATCHED CHANNEL QUANTIZER; TRANSMIT PRECODING;

FADING CHANNELS;

EID: 34548245551     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.896293     Document Type: Article

References (36)

1. K. K. Mukkavilli, A. Sabharwal, E. Erkip, and B. Aazhang, "On beamforming with finite rate feedback in multiple-antenna systems," IEEE Trans. Inf. Theory, vol. 49, no. 10, pp. 2562-2579, Oct. 2003.
2. D. J. Love, R. W. Heath, Jr., and T. Strohmer, "Grassmannian beamforming for multiple-input multiple-output wireless systems," IEEE Trans. Inf. Theory, vol. 49, pp. 2735-2747, Oct. 2003.
3. D. J. Love and R. W. Heath, Jr., "Limited feedback unitary precoding for orthogonal space-time block codes," IEEE Trans. Signal Process. vol. 53, no. 1, pp. 64-73, Jan. 2005.
4. J. H. Conway, R. H. Hardin, and N. J. A. Sloane, "Packing lines, planes, etc.: Packings in Grassmannian space," Experiment. Math., no. 5, pp. 139-159, 1996.
5. D. J. Love and R. W. Heath, Jr., "Equal gain transmission in multiple-input multiple-output wireless systems," IEEE Trans. Commun., vol. 51, no. 7, pp. 1102-1110, Jul. 2003.
6. C. R. Murthy and B. D. Rao, "A vector quantization based approach for equal gain transmission," in Proc. Globecom, St. Louis, MO, Nov. 2005, pp. 2528-2533.
7. P. Xia, S. Zhou, and G. B. Giannakis, "Multiantenna adaptive modulation with beamforming based on bandwidth-constrained feedback," IEEE Trans. Commun., vol. 53, no. 3, pp. 526-536, Mar. 2005.
8. P. Xia and G. B. Giannakis, "Design and analysis of transmit-beamforming based on limited-rate feedback," IEEE Trans. Signal Process., vol. 54, no. 5, pp. 1853-1863, May 2006.
9. S. Zhou, Z. Wang, and G. B. Giannakis, "Quantifying the power-loss when transmit-beamforming relies on finite rate feedback," IEEE Trans. Wireless Commun., vol. 4, pp. 1948-1957, Jul. 2005.
10. J. Roh and B. D. Rao, "Performance analysis of multiple antenna systems with VQ-based feedback," in 38th Asilomar Conf. Signals, Syst. Comput., Pacific Grove, CA, Nov. 2004, pp. 1978-1982.
11. J. Roh and B. D. Rao, "Transmit beamforming in multiple antenna systems with finite rate feedback: A VQ-based approach," IEEE Trans. Inf. Theory, vol. 52, pp. 1101-1112, Mar. 2006.
12. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression Boston, MA: Kluwer Academic, 1992.
13. J. Roh and B. D. Rao, "Design and analysis of MIMO spatial multiplexing systems with quantized feedback," IEEE Trans. Signal Process., vol. 54, pp. 2874-2886, Aug. 2006.
14. J. Roh, "Multiple-antenna communication with finite rate feedback," Ph.D. thesis, Univ. California, San Diego, 2005.
15. A. Narula, M. J. Lopez, M. D. Trott, and G. W. Wornell, "Efficient use of side information in multiple-antenna data transmission over fading channels," IEEE J. Sel. Areas Commun., vol. 16, pp. 1423-1436, Oct. 1998.
16. D. J. Love and R. W. Heath, Jr., "Grassmannian beamforming on correlated MIMO channels," in IEEE GLOBECOM 2004, Dallas, TX, Dec. 2004, vol. 1, pp. 106-110.
17. K. N. Lau, Y. Liu, and T. A. Chen, "On the design of MIMO blockfading channels with feedback-link capacity constraint," IEEE Trans. Commun., vol. 52, no. 1, pp. 62-70, Jan. 2004.
18. M. Skoglund and G. Jongren, "On the capacity of a multiple-antenna communication link with channel side information," IEEE J. Sel. Areas Commun., vol. 21, no. 3, pp. 395-405, Apr. 2003.
19. E. N. Onggosanusi, A. Gatherer, A. G. Dabak, and S. Hosur, "Performance analysis of closed-loop transmit diversity in the presence of feedback delay," IEEE Trans. Commun., vol. 49, pp. 1618-1630, Sep. 2001.
20. W. Santipach and M. L. Honig, "Asymptotic performance of MIMO wireless channels with limited feedback," in IEEE Military Commun. Conf., Boston, MA, Oct. 2003, vol. 1, pp. 141-146.
21. A. Khoshnevis and A. Sabharwal, "On diversity and multiplexing gain of multiple antennas systems with transmitter channel information," in Proc. 42nd Allerton Conf. Commun., Contr. Comput., Monticello, IL, Oct. 2004, vol. 3, pp. 1571-1580.
22. A. D. Dabbagh and D. J. Love, "Feedback rate-capacity loss tradeoff for limited feedback MIMO systems," IEEE Trans. Inf. Theory, vol. 52, pp. 2190-2202, May 2006.
23. J. Zheng, E. Duni, and B. D. Rao, "Analysis of multiple antenna systems with finite-rate feedback using high resolution quantization theory," in Proc. IEEE Data Compression Conf. 2006, Snowbird, UT, Mar. 2006, pp. 73-82.
24. J. Zheng, E. R. Duni, and B. D. Rao, "Analysis of multiple antenna systems with finite rate feedback using high resolution quantization theory," IEEE Trans. Signal Process., vol. 55, no. 4, pp. 1461-1476, Apr. 2006.
25. W. R. Bennett, "Spectra of quantized signals," Bell Syst. Tech. J. vol. 27, pp. 446-472, July 1948.
26. A. Gersho, "Asymptotically optimal block quantization," IEEE Trans. Inf. Theory, vol. 25, pp. 373-380, Jul. 1979.
27. W. R. Gardner and B. D. Rao, "Theoretical analysis of the high-rate vector quantization of LPC parameters," IEEE Trans. Speech Audio Process., vol. 3, pp. 367-381, Sep. 1995.
28. J. Zheng and B. D. Rao, "Capacity analysis of multiple antenna systems with mismatched channel quantization schemes," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Toulouse, France, May 2006, vol. 4, pp. 85-88.
29. J. Zheng and B. D. Rao, "Capacity analysis of correlated multiple antenna systems with finite rate feedback," in Proc. IEEE Int. Symp. Commun. 2006, Istanbul, Turkey, Jun. 2006, vol. 9, pp. 4173-4179.
30. J. Zheng, "Design and analysis of multiple antenna communication systems with finite rate feedback," Ph.D. thesis, Univ. Calif., San Diego, 2006.
31. T. Yoo and A. J. Goldsmith, "Capacity and optimal power allocation for fading MIMO channels with channel estimation error," IEEE Trans. Inf. Theory, Aug. 2004, submitted for publication.
32. R. J. Muirhead, Aspects of Multivariate Statistical Theory. New York: Wiley, 1982.
33. R. M. Gray, Source Coding Theory. Norwell, MA: Kluwer, 1990.
34. J. Salz and J. H. Winters, "Effect of fading correlation on adaptive arrays in digital mobile radio," IEEE Trans. Veh. Technol., vol. 43, pp. 1049-1057, Nov. 1994.
35. W. R. Gardner, "Modeling and quantization techniques for speech compression systems," Ph.D. thesis, Univ. Calif. at San Diego, La Jolla, 1994.
36. M. C. Jones, "On moments of ratios of quadratic forms in normal variables," Statist. Probabil. Lett., vol. 6, pp. 129-136, Nov. 1987.