Blind identification of time-varying channels using multistep linear predictors

IEEE Transactions on Signal Processing

Volumn 52, Issue 6, 2004, Pages 1739-1749

  Tugnait, Jitendra K ^a   Luo, Weilin ^a  

^a AUBURN UNIVERSITY   (United States)

Author keywords

Blind channel estimation; Blind equalization; Cyclostationary signals; Fast fading channels; ISI channels; Linear prediction; Multistep linear prediction; Time varying systems

Indexed keywords

ESTIMATION; IDENTIFICATION (CONTROL SYSTEMS); LINEARIZATION; TIME VARYING SYSTEMS;

BLIND IDENTIFICATION; TIME VARYING CHANNELS;

SIGNAL PROCESSING;

EID: 2942523966     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2004.827174     Document Type: Article

References (28)

1. L. Tong, G. Xu, and T. Kailath, "A new approach to blind identification and equalization of multipath channels," IEEE Trans. Inform. Theory, vol. 40, pp. 340-349, Mar. 1994.
2. E. Moulines, P. Duhamel, J. Cardoso, and S. Mayrargue, "Subspace methods for blind identification of multichannel FIR filters," IEEE Trans. Signal Proc., vol. 43, pp. 516-525, Feb. 1995.
3. D. Slock, "Blind fractionally-spaced equalization, perfect reconstruction filter banks and multichannel linear prediction," in Proc. IEEE ICASSP, Adelaide, Australia, May 1994, pp. IV:585-588.
4. K. Abed-Meraim, E. Moulines, and P. Loubaton, "Prediction error method for second-order blind identification," IEEE Trans. Signal Processing, vol. 45, pp. 694-705, Mar. 1997.
5. P. E. Caines, Linear Stochastic Systems. New York: Wiley, 1988.
6. J. K. Tugnait, L. Tong, and Z. Ding, "Single-user channel estimation and equalization," IEEE Signal Processing Mag., vol. 17, pp. 16-28, May 2000.
7. M. K. Tsatsanis and G. B. Giannakis, "Subspace methods for blind estimation of time-varying FIR channels," IEEE Trans. Signal Proc., vol. 45, pp. 3084-3093, Dec. 1997.
8. H. Liu and G. B. Giannakis, "Deterministic approaches for blind equalization of time-varying channels with antenna arrays," IEEE Trans. Signal Processing, vol. 46, pp. 3003-3013, Nov. 1998.
9. T. Kailath, Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.
10. C. Tepedelenlioglu and G. B. Giannakis, "Transmitter redundancy for blind estimation and equalization of time- and frequency-selective channels," IEEE Trans. Signal Proc., vol. 48, pp. 2029-2043, July 2000.
11. W. A. Gardner, Statistical Spectral Analysis. Englewood Cliffs, NJ: Prentice-Hall, 1988.
12. A. V. Dandawate and G. B. Giannakis, "Asymptotic theory of mixed time average and kth-order cyclic-moment and cumulant statistics," IEEE Trans. Inform. Theory, vol. 41, pp. 216-232, Jan. 1995.
13. H. Artes, F. Hlawatsch, and G. Matz, "Efficient POCS algorithms for deterministic blind equalization of time-varying channels," in Proc. IEEE Global Commun. Conf., San Francisco, CA, Nov. 21-Dec. 1 2000.
14. E. W. Bai and Z. Ding, "Blind decision feedback equalization of time-varying channels with DPSK input," IEEE Trans. Signal Proc., vol. 49, pp. 1533-1542, July 2001.
15. G. B. Giannakis and C. Tepedelenlioglu, "Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels," Proc. IEEE, vol. 86, pp. 1969-1986, Oct. 1998.
16. J. K. Tugnait, "Blind spatio-temporal equalization and impulse response estimation for MIMO channels using a Godard cost function," IEEE Trans. Signal Proc., vol. 45, pp. 268-271, Jan. 1997.
17. J. K. Tugnait and B. Huang, "On a whitening approach to partial channel estimation and blind equalization of FIR/IIR multiple-input multiple-output channels," IEEE Trans. Signal Proc., vol. 48, pp. 832-845, Mar. 2000.
18. ____, "Blind estimation and equalization of mimo channels via multi-delay whitening," IEEE J. Select. Areas Commun., vol. 19, pp. 1507-1519, Aug. 2001.
19. J. G. Proakis, Digital Communications, Fourth ed. New York: McGraw-Hill, 2001.
20. D. Gesbert and P. Duhamel, "Robust blind channel identification and equalization based on multi-step predictors," in Proc. ICASSP, Apr. 21-24, 1997, pp. 3621-3624.
21. J. K. Tugnait, "Multistep linear predictors-based blind equalization of FIR/IIR single-input multiple-output channels with common zeros," IEEE Trans. Signal Proc., vol. 47, pp. 1689-1700, June 1999.
22. ____, "Linear prediction error method for blind identification of time-varying channels: Theoretical results," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, Salt Lake City, UT, May 2001.
23. J. K. Tugnait and W. Luo, "On blind identification of SIMO time-varying channels using second-order statistics," in Proc. 35th Annual Asilomar Conf. Signals Syst. Comput., Pacific Grove, CA, Nov. 5-7, 2001, pp. 747-752.
24. P. A. Bello, "Characterization of randomly time-variant channels," IEEE Trans. Commun. Syst., vol. CS-11, pp. 360-393, Dec. 1963.
25. X. Ma, G. B. Giannakis, and S. Ohno, "Optimal training for block transmissions over doubly-selective fading channels," in Proc. ICASSP, Orlando, FL, Apr. 2002, pp. II-1509-1512.
26. M. K. Tsatsanis and G. B. Giannakis, "Modeling and equalization of rapidly fading channels," Int. J. Adaptive Contr. Signal Process., vol. 10, pp. 159-176, Mar. 1996.
27. W. C. Jakes, Microwave Mobile Communications. New York: Wiley, 1974.
28. H. Gazzah, P. A. Regalia, J.-P. Delmas, and K. Abed-Meraim, "A blind multichannel identification algorithm robust to order overestimation," IEEE Trans. Signal Processing, vol. 50, pp. 1449-1458, June 2002.