Large-sample performance of blind and group-blind multiuser detectors: A perturbation perspective

IEEE Transactions on Information Theory

Volumn 50, Issue 10, 2004, Pages 2389-2401

  Xu, Zhengyuan ^a   Wang, Xiaodong ^b  

^a University of California Riverside   (United States)

^b Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; BIT ERROR RATE; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; DETECTORS; EIGENVALUES AND EIGENFUNCTIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; PERTURBATION TECHNIQUES;

ASYMPTOTIC PERFORMANCE; EIGENCOMPONENTS; FLAT CHANNEL; MULTIPATH CHANNEL; MULTIUSER DETECTION; PERTURBATION ANALYSIS; SUBSPACE DECOMPOSITION;

SIGNAL DETECTION;

EID: 5144221409     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2004.834853     Document Type: Article

References (23)

1. M. Honig, U. Madhow, and S. Verdú, "Blind adaptive multiuser detection," IEEE Trans. Inform. Theory, vol. 41, pp. 944-960, July 1995.
2. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach," IEEE Trans. Inform. Theory, vol. 44, pp. 677-690, Mar. 1998.
3. M. Tsatsanis and Z. Xu, "Performance analysis of minimum variance CDMA receivers," IEEE Trans. Signal Processing, vol. 46, pp. 3014-3022, Nov. 1998.
4. Z. Xu and M. Tsatsanis, "Blind adaptive algorithms for minimum variance CDMA receivers," IEEE Trans. Commun., vol. 49, pp. 180-194, Jan. 2001.
5. M. Honig, S. Miller, M. Shensa, and L. Milstein, "Performance of adaptive linear interference suppression in the presence of dynamic fading," IEEE Trans. Commun., vol. 49, pp. 635-45, Apr. 2001.
6. S. Verdú, Multiuser Detection. Cambridge, U.K.: Cambridge Univ. Press, 1998.
7. X. Wang and H. V. Poor, "Blind equalization and multiuser detection in dispersive CDMA channels," IEEE Trans. Commun., vol. 46, pp. 91-103, Jan. 1998.
8. X. Wang and A. Høst-Madsen, "Group-blind multiuser detection in uplink CDMA," IEEE J. Select. Areas Commun., vol. 17, pp. 1971-1984, Nov. 1999.
9. M. Torlak and G. Xu, "Blind multiuser channel estimation in asynchronous CDMA systems," IEEE Trans. Signal Processing, vol. 45, pp. 137-147, Jan. 1997.
10. J. Chen and U. Mitra, "Optimum near-far resistance for dual-rate DS/CDMA signals: Random signature sequence analysis," IEEE Trans. Inform. Theory, vol. 45, pp. 2434-2447, Nov. 1999.
11. M. Honig and W. Xiao, "Large system performance of reduced-rank linear filters," in Proc. 37th Annu. Allerton Conf. Communications, Computing and Control, Monticello, IL, Sept. 1999.
12. U. Madhow and M. Honig, "On the average near-far resistance for MMSE detection of direct sequence CDMA signals with random spreading," IEEE Trans. Inform. Theory, vol. 45, pp. 2039-2045, Nov. 1999.
13. S. Verdú and S. Shamai (Shitz), "Spectral efficiency of CDMA with random spreading," IEEE Trans. Inform. Theory, vol. 45, pp. 622-640, Mar. 1999.
14. J. Zhang and X. Wang, "Large-system performance analysis of blind and group-blind multiuser receivers," IEEE Trans. Inform. Theory, vol. 48, pp. 2507-2523, Sept. 2002.
15. A. Høst-Madsen and X. Wang, "Performance of blind and group-blind multiuser detectors," IEEE Trans. Inform. Theory, vol. 48, pp. 1849-1872, July 2002.
16. F. Li, H. Liu, and R. Vaccaro, "Performance analysis for DOA estimation algorithms: Unification, simplification, and observations," IEEE Trans. Aerosp. Electron. Syst., vol. 29, no. 4, pp. 1170-1184, Oct. 1993.
17. Z. Xu, "Asymptotic performance of subspace methods for synchronous multirate CDMA systems," IEEE Trans. Signal Processing, vol. 50, pp. 2015-2026, Aug. 2002.
18. Z. Xu, "Perturbation analysis for subspace decomposition with applications in subspace-based algorithms," IEEE Trans. Signal Processing, vol. 50, pp. 2820-2830, Nov. 2002.
19. Z. Xu, "On the second-order statistics of the weighted sample covariance matrix," IEEE Trans. Signal Processing, vol. 51, pp. 527-534, Feb. 2003.
20. S. Bensley and B. Aazhang, "Subspace-based channel estimation for code division multiple access communication systems," IEEE Trans. Commun., vol. 44, pp. 1009-1020, Aug. 1996.
21. H. Van Trees, Optimum Array Processing : Part IV of Detection, Estimation and Modulation Theory. New York: Wiley, 2002.
22. G. B. Giannakis, Y. Hua, P. Stoica, and L. Tong, Signal Processing Advances in Wireless & Mobile Communications: Trends in Single- and Multi-User Systems. Saddle Brook, NJ: Prentice Hall, 2001, ch. 3.
23. A. J. van der Veen, "Statistical performance analaysis of the algebraic constant modulus algorithm," IEEE Trans. Signal Processing, vol. 50, pp. 3083-3097, Dec. 2002.