Robust blind multiuser detection based on the worst-case performance optimization of the MMSE receiver

IEEE Transactions on Signal Processing

Volumn 53, Issue 1, 2005, Pages 295-305

  Zarifi, Keyvan ^a   Shahbazpanahi, Shahram ^a,b   Gershman, Alex B ^a,b   Luo, Zhi Quan ^b,c  

^a UNIVERSITY OF DUISBURG ESSEN   (Germany)

^b MCMASTER UNIVERSITY   (Canada)

^c University of Minnesota   (United States)

Author keywords

CDMA systems; MMSE receiver; Robust multiuser detection

Indexed keywords

BIT ERROR RATE; BLIND SOURCE SEPARATION; CODE DIVISION MULTIPLE ACCESS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; MATRIX ALGEBRA; OPTIMIZATION; SIGNAL INTERFERENCE; SIGNAL RECEIVERS; SIGNAL TO NOISE RATIO;

CODE DIVISION MULTIPLE ACCESS SYSTEMS; MINIMUM MEAN SQUARE ERROR RECEIVER; MULTIACCESS INTERFERENCE; ROBUST MULTIUSER DETECTION;

SIGNAL DETECTION;

EID: 11844304989     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.838932     Document Type: Article

References (26)

1. S. Verdú, Multiuser Detection. Cambridge, U.K.: Cambridge Univ. Press, 1998.
2. S. Verdú, "Minimum probability of error for asynchronous Gaussian multiple access channels," IEEE Trans. Inf. Theory, vol. IT-32, pp. 85-96, Jan. 1986.
3. U. Madhow and M. L. Honig, "Error probability and near-far resistance of minimum mean squared error interference suppression schemes for CDMA," in Proc. IEEE Global Telecommun. Conf., Orlando, FL, Dec. 6-9, 1992.
4. R. Lupas and S. Verdú, "Linear multiuser detectors for synchronous code-division multiple-access channels," IEEE Trans. Inf. Theory, vol. 35, pp. 123-136, Jan. 1989.
5. M. K. Tsatsanis and G. B. Giannakis, "Optimal decorrelating receivers for DS-CDMA systems: A signal processing framework," IEEE Trans. Signal Process., vol. 44, pp. 3044-3055, Dec. 1996.
6. M. Honig, U. Madhow, and S. Verdú, "Blind adaptive multiuser detection," IEEE Trans. Inf. Theory, vol. 41, pp. 944-960, Jul. 1995.
7. M. Honig and M. K. Tsatsanis, "Adaptive techniques for multiuser CDMA receivers," IEEE Signal Process. Mag., vol. 17, pp. 49-61, May 2000.
8. M. K. Tsatsanis and Z. Xu, "Performance analysis of minimum variance CDMA receivers," IEEE Trans. Signal Process., vol. 46 pp. 3014-3022, Nov. 1998.
9. S. E. Bensley and B. Aazhang, "Subspace-based channel estimation for code-devision multiple-access communication systems," IEEE Trans. Commun., vol. 44, pp. 1009-1020, Aug. 1996.
10. H. Liu and G. Xu, "A subspace method for signature waveform estimation in synchronous CDMA systems," IEEE Trans. Commun., vol. 44, pp. 1346-1354, Oct. 1996.
11. M. Torlak and G. Xu, "Blind multiuser channel estimation in asynchronous CDMA systems," IEEE Trans. Signal Process., vol. 45, pp. 137-147, Jan. 1997.
12. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach," IEEE Trans. Inf. Theory, vol. 44, pp. 677-689, Mar. 1998.
13. R. Zhang and M. K. Tsatsanis, "Blind startup of MMSE receivers for CDMA systems," IEEE Trans. Signal Process., vol. 49, pp. 1492-1500, Jul. 2001.
14. M. Wax and T. Kailath, "Detection of signals by information theoretic criteria," IEEE Trans. Acoust. Speech Signal Process., vol. 33, pp. 1190-1196, Aug. 1989.
15. M. Wax and I. Ziskind, "Detection of the number of coherent signals by MDL principle," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, pp. 1080-1100, Aug. 1989.
16. S. Valaee and P. Kabal, "Detection of the number of signals using predictive stochastic complexity," in Proc. ICASSP, vol. 5, San Francisco, CA, Mar. 1992, pp. 345-348.
17. K. M. Wong, Q.-T. Zhang, J. P. Reilly, and P. C. Yip, "On information theoretic criteria for determining the number of signals in high resolution array processing," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, pp. 1959-1971, Nov. 1990.
18. Z. Tian, K. L. Bell, and H. L. Van Trees, "Robust constrained linear receivers for CDMA wireless systems," IEEE Trans. Signal Process. vol. 49, pp. 1510-1522, Jul. 2001.
19. S. Cui, Z.-Q. Luo, and Z. Ding, "Robust blind multiuser detection against CDMA signature mismatch," in Proc. ICASSP, Salt Lake City, UT, May 2001, pp. 2297-2300.
20. U. Madhow and M. L. Honig, "MMSE interference suppression for direct-sequence spread-spectrum CDMA," IEEE Trans. Commun., vol. 42, pp. 3178-3188, Dec. 1994.
21. S. Shahbazpanahi and A. B. Gershman, "Robust blind multiuser detection for synchronous CDMA systems," in Proc. ICASSP, Hong Kong, Apr. 2003.
22. H. L. Van Trees, Optimum Array Processing. New York: Wiley, 2002.
23. Z. Xu, "On the second-order statistics of the weighted sample covariance matrix," IEEE Trans. Signal Process., vol. 51, pp. 527-534, Feb. 2003.
24. S. Shahbazpanahi, A. B. Gershman, Z.-Q. Luo, and K. M. Wong, "Robust adaptive beamforming for general-rank signal models," IEEE Trans. Signal Process., vol. 51, pp. 2257-2269, Sep. 2003.
25. S. A. Vorobyov, A. B. Gershman, and Z.-Q. Luo, "Robust adaptive beamforming using worst-case performance optimization: A solution to the signal mismatch problem," IEEE Trans. Signal Process., vol. 51, pp. 313-324, Feb. 2003.
26. Y. Ye, "Combining binary search and Newtons method to compute real roots for a class of real functions," J. Complexity, vol. 10, pp. 271-280, Sep. 1994.