Statistical analysis of some second-order methods for blind channel identification/equalization with respect to channel undermodeling

IEEE Transactions on Signal Processing

Volumn 48, Issue 7, 2000, Pages 1984-1998

  Delmas, Jean Pierre ^a   Gazzah, Houcem ^a   Liavas, Athanasios P ^a   Regalia, Phillip A ^a  

^a INSTITUT NATIONAL DES TÉLÉCOMMUNICATIONS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PERTURBATION TECHNIQUES; SIGNAL TO NOISE RATIO; STATISTICAL METHODS; WHITE NOISE;

ADDITIVE WHITE NOISE; ASYMPTOTIC ANALYSIS; BLIND EQUALIZATION; BLIND IDENTIFICATION; CHANNEL TAILS; CHANNEL UNDERMODELING; SECOND ORDER METHODS;

DIGITAL SIGNAL PROCESSING;

EID: 0033688985     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.847785     Document Type: Article

References (21)

1. Z. Ding, "Matrix outer-product decomposition method for blind multiple channel identification," IEEE Trans. Signal Processing, vol. 45, pp. 3053-3061, Dec. 1997.
2. J. R. Treichler, I. Fijalkow, and C. R. Johnson, "Fractionally spaced equalizers. How long should they really be?," IEEE Signal Processing Mag., pp. 65-81, May 1996.
3. A. P. Liavas, P. A. Regalia, and J. P. Delmas, "Robustness of least squares and subspace methods for blind channel identification/equalization with respect to effective channel undermodeling/overmodeling," IEEE Trans. Signal Processing, vol. 47, pp. 1636-1645, June 1999.
4. -, "On the robustness of the linear prediction method for blind channel identification with respect to effective channel undermodeling/overmodeling," IEEE Trans. Signal Processing, to be published.
5. -, "Blind channel approximation: Effective channel order determination," IEEE Trans. Signal Processing, vol. 47, pp. 3336-3344, Dec. 1999.
6. -, "Blind channel approximation: Effective channel order determination," in Proc. Asilomar Conf. Signals, Syst.,Comput., Pacific Grove, CA, Nov. 1998, pp. 1153-1156.
7. B. M. Radich and K. M. Buckley, "The effect of source number underestimation on MUSIC location estimates," IEEE Trans. Signal Processing, vol. 42, pp. 233-236, Jan. 1994.
8. G. Xu, H. Liu, L. Tong, and T. Kailath, "A least-squares approach to blind channel identification," IEEE Trans. Signal Processing, vol. 43, pp. 2982-2993, Dec. 1995.
9. E. Moulines, P. Duhamel, J. F. Cardoso, and S. Mayrargue, "Subspace methods for the blind identification of multichannel FIR filters," IEEE Trans. Signal Processing, vol. 43, pp. 516-525, Feb. 1995.
10. D. Slock, "Blind fractionally-spaced equalization, perfect reconstruction filterbanks, and multilinear prediction," in Proc. IEEE ICASSP, Adalaide, Australia, Apr. 1994.
11. H. Pozidis and A. P. Petropulu, "Cross-spectrum based blind channel identification," IEEE Trans. Signal Processing, vol. 45, pp. 2977-2992, Dec. 1997.
12. W. Qiu and Y. Hua, "Performance analysis of the subspace method for blind channel identification," Signal Process., vol. 50, pp. 71-81, 1996.
13. Y. Hua and H. H. Yang, "On performance of cross-relation method for blind channel identification," Signal Process., vol. 62, pp. 187-205, 1997.
14. 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.
15. K. Abed-Meraim, J. F Cardoso, A. Y Gorokhov, P. Loubaton, and E. Moulines, "On subspace methods for blind identification of single-input multiple-ouput FIR systems," IEEE Trans. Signal Processing, vol. 45, pp. 42-55, Jan. 1997.
16. H. V. HendersonandS. R.Searle, "The vec-permutation matrix, the vecoperator and Kronecker products: A review," Linear Multilinear Alg., vol. 9, pp. 271-288, 1981.
17. H. Zeng and L. Tong, "Connections between the least squares and subspace approaches to blind channel estimation," IEEE Trans. Signal Processing, vol. 44, pp. 1593-1596, June 1996.
18. P. J. Brockwell and R. Davis, Times Series: Theory and Methods. New York: Springer Verlag, 1990.
19. C. R. Rao, Linear Statistical Inference and its Applications. New York: Wiley, 1973.
20. C. D. Meyer and G. W. Stewart, "Derivatives and perturbations of eigenvectors," Siam J. Numer. Anal., vol. 25, no. 3, pp. 679-691, June 1988.
21. E. J. Hannan, Multiple Times Series. New York: Wiley, 1970.