Prediction error method for second-order blind identification

IEEE Transactions on Signal Processing

Volumn 45, Issue 3, 1997, Pages 694-705

  Abed Meraim, Karim ^a   Moulines, Eric ^b   Loubaton, Philippe ^c  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b Ecole Nationale Supérieure des T and communications   (France)

^c UNIVERSITÉ GUSTAVE EIFFEL   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND CHANNEL IDENTIFICATION METHODS; LINEAR PREDICTION ERROR METHOD; PREDICTION ERROR BLIND IDENTIFICATION;

COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; ERRORS; ESTIMATION; MATHEMATICAL MODELS; MONTE CARLO METHODS; NUMERICAL METHODS; PERFORMANCE;

SIGNAL PROCESSING;

EID: 0031099701     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.558487     Document Type: Article

References (20)

1. E. Lee and D. Messerschmitt, Digital Communication. Boston, MA: Kluwer, 1988.
2. O. Shalvi and E. Weinstein, New criteria for blind deconvolution of nonminimum phase systems (channels), IEEE Trans. Inform. Theory, vol. 36, pp. 312-321, Mar. 1990.
3. C. Nikias and J. Mendel, Signal processing with higher-order spectra, IEEE Signal Processing Mag., pp. 10-37, July 1993.
4. L. Tong, G. Xu, and T. Kailath, Blind identification and equalization based on second-order statistics: A time-domain approach, IEEE Trans. Inform. Theory, vol. 40, pp. 340-349, Mar. 1994.
5. W. Gardner, A new method of channel identification, IEEE Trans. Commun., vol. 39, pp. 813-817, Aug. 1991.
6. L. Tong, G. Xu, and T. Kailath, A new approach to blind identification and equalization of multipath channels, in Proc. 25th Asilomar Conf., 1991, pp. 856-860.
7. E. Moulines, P. Duhamel, J. 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.
8. Z. Ding and Y. Li, A deterministic approach to blind symbol es-timation, IEEE Signal Processing Lett., vol. 1, pp. 205-207, Dec. 1994.
9. D. Slock, Blind fractionally-spaced equalization, perfect-reconstruction filter-banks and multichannel linear prediction," in Proc. ICASSP, 1994, vol. 4, pp. 585-588.
10. T. Kailath, Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.
11. M. Rozanov, Stationary Random Processes. New York: McGraw-Hill, 1989.
12. R. Bitmead, S. Kung, B. D. O. Anderson, and T. Kailath, "Greatest common division via generalized Sylvester and Bezout matrices," IEEE Trans. Automat. Contr., vol. AC-23, no. 6, pp. 1043-1047, 1978.
13. K. Abed-Meraim etal., "Prediction error methods for time-domain blind identification of multichannel FIR filters," in Proc. ICASSP, 1995, vol. 3, pp. 1968-1971.
14. E. Hannan, Multiple Time Series. New York: Wiley, 1970.
15. R. J. Serfling, Approximation Theorems of Mathematical Statistics. New York: Wiley, 1980.
16. H. Akaike, "Information theory and an extension of the maximum likelihood principle," in Proc. 2nd Int. Symp. Inform. Theory, 1973, pp. 267-281.
17. B. Friedlander, "On the computation of the Cramer-Rao bound for ARMA parameter estimation," IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-32, pp. 721-727, Aug. 1984.
18. T. Kato, Perturbation Theory for Linear Operators. Berlin: Springer-Verlag, 1966.
19. R. Horn and C. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
20. L. Baccala and S. Roy, "A new blind time-domain channel identification method based on cyclostationarity," IEEE Signal Processing Lett., vol. 1, pp. 89-91, June 1994.