Signed-rank nonparametric multiuser detection in non-Gaussian channels

IEEE Transactions on Information Theory

Volumn 51, Issue 4, 2005, Pages 1478-1486

  Seyfe, Babak ^a,b   Sharafat, Ahmad R ^b  

^a UNIVERSITY OF TORONTO   (Canada)

^b TARBIAT MODARES UNIVERSITY   (Iran)

Author keywords

Nonparametric multiuser detection; Signed rank norm; Signed rank Wilcoxon detector

Indexed keywords

CODE DIVISION MULTIPLE ACCESS; COMPUTER SIMULATION; DATA COMMUNICATION SYSTEMS; DIGITAL COMMUNICATION SYSTEMS; DIRECT SEQUENCE SYSTEMS; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS; SIGNAL DETECTION; TELECOMMUNICATION NETWORKS;

LINEAR REGRESSION; NON-GAUSSIAN CHANNELS; NONPARAMETRIC MULTIUSER DETECTION; SIGNED RANK NORM; SIGNED RANK WILCOXON DETECTOR;

COMMUNICATION CHANNELS (INFORMATION THEORY);

EID: 17644386174     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2004.842565     Document Type: Article

References (33)

1. S. Verdú, Multiuser Detection. Cambridge, U.K.: Cambridge Univ. Press, 1998.
2. S. A. Kassam, Non-Gauassian Signal Detection. Berlin, Germany: Springer-Verlag, 1988.
3. D. Middleton, "Man-made noise in urban environments and transportation systems: Models and measurements," IEEE Trans. Commun., vol. COM-21, no. 11, pp. 1232-1241, Nov. 1973.
4. J. Haring and J. H. Vink, "Performance bounds for optimum and suboptimum reception under class-A impulsive noise," IEEE Trans. Commun., vol. 50, no. 7, pp. 1130-1136, Jul. 2002.
5. D. Brady and J. C. Preisig, "Underwater acoustic communications," in Wireless Communications: Signal processing Prospective, H. V. Poor and G. W. Wornell, Eds. Englewood Cliffs, NJ: Prentice-Hall, 1998.
6. P. L. Brockett, M. Hinich, and G. R. Wilson, "Nonlinear and non-Gaussian ocean noise," J. Acoust. Soc. Amer., vol. 82, pp. 1286-1399, 1987.
7. K. L. Blackard, T. S. Rappaport, and C. W. Bostian, "Measurements and models of radio frequency impulsive noise for indoor wireless communications," IEEE J. Select. Areas Commun., vol. 11, no. 9, pp. 991-1001, Sep. 1993.
8. J. W. Modestino and B. Sankur, "Performance of selected linear and nonlinear receivers in ELF noise," in Proc. Int. Conf. Communications, Minneapols, MN, Jun. 1974, pp. 30.F.1-30.F.5.
9. J. E. Evans and A. S. Griffith, "Design of a sanguine noise processor based upon world-wide extremely low frequency recordings," IEEE Trans. Commun., vol. COM-22, no. 4, pp. 528-539, Apr. 1974.
10. M. D. Nava and C. Del-Toso, "A short overview of the VDSL system requirements," IEEE Commun. Mag., vol. 40, no. 12, pp. 82-90, Dec. 2002.
11. H. Vikalo, B. Hassibi, and T. Kailath, "On robust multiuser detection," in Conf. Rec. 34th Asilomar Conf. Signals, Systems and Computers, Pacific Grove, CA, Oct./Nov. 2000, pp. 1168-1172.
12. B. Aazhang and H. V. Poor, "Performance of DS/SSMA communications in impulsive channels - Part I: Linear correlation receivers," IEEE Trans. Commun., vol. COM-35, no. 11, pp. 1179-1187, Nov. 1987.
13. B. Aazhang and H. V. Poor, "Performance of DS/SSMA communications in impulsive channels - Part II: Hard-limiting correlation receivers," IEEE Trans. Commun., vol. 36, no. 1, pp. 88-96, Jan. 1988.
14. X. Wang and H. V. Poor, "Robust multiuser detection in non-Gaussian channels," IEEE Trans. Signal Process., vol. 47, no. 2, pp. 289-305, Feb. 1999.
15. S. N. Batalama, M. J. Medley, and I. N. Psaromiligkos, "Adaptive robust spread-spectrum receivers," IEEE Trans. Commun., vol. 47, no. 6, pp. 905-917, Jun. 1999.
16. H. V. Poor and M. Tanda, "Multiuser detection in impulsive channels," Ann. Telecommun., vol. 54, pp. 392-400, Jul./Aug. 1999.
17. P. J. Huber, Robust Statistics. New York: Wiley, 1981.
18. B. Seyfe and A. R. Sharafat, "Non-parametric multiuser detection in non-Gaussian channels," IEEE Trans. Signal Process., to be published.
19. J. D. Gibson and M. L. Melsa, Introduction to Non-Parametric Detection With Application. New York: Academic, 1975.
20. P. P. Kazakos and D. Kazakos, Eds., Non-Parametric Methods in Communications. New York: Marcel Decker, 1977.
21. S. A. Kassam and J. B. Thomas, "Non-parametric detection, theory and application," in Benchmark Papers in Electrical Engineering and Computer Science. New York: Academic, 1980, vol. 23.
22. T. P. Hettmansperger and J. W. McKean, Robust Nonparametric Statistical Methods. New York: Wiley, 1998.
23. L. A. Jaeckle, "Estimating regression coefficients by minimizing the dispersion of the residuals," Ann. Math. Statist., vol. 43, pp. 1449-1458, 1972.
24. E. L. Lehmann, Nonparametric Statistical Methods Based on Ranks. San Francisco, CA: Holden-Day, 1975.
25. F. R. Hampel, E. M. Ronchetti, and W. A. Stahl, Robust Statistics: The Approach Based on Influence Functions. New York: Wiley, 1986.
26. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach," IEEE Trans. Info. Theory, vol. 44, no. 2, pp. 677-690, Mar. 1998.
27. B. Yang, "Projection approximation subspace tracking," IEEE Trans. Signal Process., vol. 44, no. 1, pp. 95-107, Jan. 1995.
28. B. Yang, "An extension of the PASTd algorithm to both rank and subspace tracking," IEEE Signal Process. Lett., vol. 2, pp. 179-182, Sep. 1995.
29. B. Yang, "Asymptotic convergence analysis of the projection approximation subspace tracking algorithms," Signal Process., vol. 50, pp. 123-136, 1996.
30. S. Attallah and K. Abed-Meraim, "Fast algorithms for subspace tracking," IEEE Signal Process. Lett., vol. 8, pp. 203-206, Jul. 2001.
31. Y. Wen, S. C. Chen, and K. L. Ho, "Robust subspace tracking in impulsive noise," in Proc. IEEE Int. Conf. Communication (ICC), Helsinki, Finland, 2001, pp. 892-896.
32. T. Gustafsson and C. S. MacInnes, "A class of subspace tracking algorithms based on approximation of noise-subspace," IEEE Trans. Signal Process., vol. 48, no. 11, pp. 3231-3235, Nov. 2000.
33. K. Abed-Meraim. A. Chekeif, and Y. Hua, "Fast orthonormal PAST algorithm," IEEE Signal Process. Lett., vol. 7, pp. 60-62, Mar. 2000.