QR factorization based blind channel identification and equalization with second-order statistics

IEEE Transactions on Signal Processing

Volumn 48, Issue 1, 2000, Pages 60-69

  Li, Xiaohua ^a   Fan, H ^a  

^a University of Cincinnati   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; DIGITAL COMMUNICATION SYSTEMS; EQUALIZERS; INTERSYMBOL INTERFERENCE; MATHEMATICAL MODELS; MATRIX ALGEBRA; PARAMETER ESTIMATION; RECURSIVE FUNCTIONS; SIGNAL RECEIVERS;

BLIND CHANNEL IDENTIFICATION; EQUALIZATION; QR FACTORIZATION; SECOND ORDER STATISTICS; SINGULAR VALUE DECOMPOSITION;

SIGNAL FILTERING AND PREDICTION;

EID: 0033903023     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.815479     Document Type: Article

References (25)

1. 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.
2. 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.
3. G. Golub and C. Loan, Matrix Computations, 2nd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
4. H. Zeng and L. Tong, "Blind channel estimation using the second-order statistics: Algorithms," IEEE Trans.Signal Processing, vol. 45, pp. 1919-1930, Aug. 1997.
5. L. Tong, G. Xu, B. Hassibi, and T. Kailath, "Blind channel identification based on second-order statistics: A frequency-domain approach," IEEE Trans. Inform. Theory, vol. 41, pp. 329-334, Jan. 1995.
6. S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: Prentice-Hall, 1996.
7. C. H. Bischof and G. M. Shroff, "On updating signal subspaces," IEEE Trans. Signal Processing, vol. 40, pp. 96-105, 1992.
8. G. W. Stewart, "Updating a rank-revealing ULV decomposition," SIAM J. Matrix Anal. Appl.. vol. 14, pp. 494-99, 1993.
9. "An updating algorithm for subspace tracking," IEEE Trans. Signal Processing, vol. 40, pp. 1535-1541, 1992.
10. H. Park and L. Eiden, "Downdating the rank-revealing URV decomposition," SIAMJ. Matrix Anal. Appl.. vol. 16, pp. 138-155, 1995.
11. G. B. Giannakis and S. D. Haiford, "Blind fractionally spaced equalization of noisy FIR channels: Direct and adaptive solutions," IEEE Trans. Signal Proc.. vol. 45, no. 9, pp. 2277-2292, Sept. 1997.
12. E. Eleftheriou and D. D. Falconer, "Adaptive equalization techniques for HF channels," IEEE J. Select. Areas Commun., vol. SAC-5, pp. 238-247, Feb. 1987.
13. Y. Sato, "A method of self-recovering equalization for multilevel amplitude-modulation," IEEE Trans. Commun., vol. COMM-23, pp. 679-682,June 1975.
14. D. N. Godard, "Self-recovering equalization and carrier tracking in twodimensional data communication systems," IEEE Trans. Commun., vol. COMM-28, pp. 1867-1875, Nov. 1980.
15. A. Benveniste and M. Goursat, "Blind equalizers," IEEE Trans. Commun., vol. COMM-32, pp. 871-883, Aug. 1984.
16. G. Giannakis and J. Mendel, "Identification of nonminimum phase systems using higher order statistics," IEEE Trans. Acoust. Speech, Signal Processing, vol. 37, pp. 360-377, 1989.
17. J. Mendel, "Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications," Proc. IEEE, vol. 79, pp. 278-305, Mar. 1991.
18. H. Zeng and L. Tong, "Blind channel estimation using the second-order statistics: Asymptotic performance analysis," IEEE Trans. Signal Processing, vol. 45, pp. 2060-2071, Aug. 1997.
19. J. R. Bunch and C. P. Nielsen, "Updating the singular value decomposition," Numer. Math., vol. 31, pp. 111-129, 1978.
20. M. Moonen, P. Van Dooren, and J. Vandewalle, "Combined Jacobi-type algorithms in signal processing," in Proc. 2nd Int. Workshop SVD Signal Process., 1990, pp. 83-88.
21. B. Yang, "Projection approximation subspace tracking," IEEE Trans. Signal Processing, vol. 43, pp. 95-107, Jan. 1995.
22. Y Li and Z. Ding, "Global convergence of fractionally spaced Godard (CMA) adaptive equalizers," IEEE Trans. Signal Processing, vol. 44, pp. 818-826, Apr. 1996.
23. K. A. 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.
24. X. Li and H. Fan, "QR decomposition based blind channel identification and equalization," in Proc. 32ndAsilomar Conf. Signals, Syst., Comput., Nov. 1998.
25. O. Shalvi and E. Weinstein, "Super-exponential methods for blind deconvolution," IEEE Trans. Inform. Theory, vol. 39, no. 2, pp. 504-519, Mar. 1993.