Blind equalization of SIMO FIR channels driven by colored signals with unknown statistics

IEEE Transactions on Signal Processing

Volumn 54, Issue 6 I, 2006, Pages 1998-2008

  Fang, Jun ^a   Leyman, A Rahim ^b   Chew, Yong Huat ^b  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Blind equalization; Colored source; Single input multiple output system

Indexed keywords

BLIND SOURCE SEPARATION; COMPUTER SIMULATION; DATA COMMUNICATION SYSTEMS; EQUALIZERS; MATRIX ALGEBRA; STATISTICS;

BLIND EQUALIZATION; COLORED SOURCE; SINGLE-INPUT MULTIPLE-OUTPUT SYSTEM;

SIGNAL PROCESSING;

EID: 33744525191     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2006.874406     Document Type: Article

References (24)

1. G. B. Giannakis and J. M. Mendal, "Identification of nonminimum-phase system using higher order statistics," IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 3, pp. 360-377, Mar. 1989.
2. J. K. Tugnait, "Approaches to FIR system identification with noisy data using higher-order statistics," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, no. 7, pp. 1307-1317, Jul. 1990.
3. L. Tong, G. Xu, and T. Kailath, "Blind identification and equalization based on second-order statistics: A time domain approach," IEEE Trans. Inf. Theory, vol. 40, pp. 340-349, Mar. 1994.
4. E. Moulines, P. Duhamel, J. F. Cardoso, and S. Mayrargue, "Subspace methods for the blind identification of multichannel FIR filters," IEEE Trans. Signal Process., vol. 43, no. 2, pp. 516-525, Feb. 1995.
5. K. A. Meraim, P. Loubaton, and E. Moulines, "Prediction error method for second-order blind identification," IEEE Trans. Signal Process., vol. 45, no. 3, pp. 694-705, Mar. 1997.
6. Z. Ding, "Matrix outer product decomposition method for blind multiple channel identification," IEEE Trans. Signal Process., vol. 45, no. 12, pp. 3053-3061, Dec. 1997.
7. G. B. Giannakis and S. D. Halford, "Blind fractionally-spaced equalizers of noisy FIR channels: Direct and adaptive solutions," IEEE Trans. Signal Process., vol. 45, no. 9, pp. 2277-2292, Sep. 1997.
8. S. Prakriya, "Eigenanalysis-based blind methods for identification, equalization, and inversion of linear time-invariant channels," IEEE Trans. Signal Process., vol. 50, no. 7, pp. 1525-1532, Jul. 2002.
9. K. H. Afkhamie and Z.-Q. Luo, "Blind identification of FIR systems driven by Markov-like input signals," IEEE Trans. Signal Process., vol. 48, no. 6, pp. 1726-1736, Jun. 2000.
10. R. Löpez-Valcarce and S. Dasgupta, "Blind channel equalization with colored sources based on second-order statistics: A linear prediction approach," IEEE Trans. Signal Process., vol. 49, no. 9, pp. 2050-2059, Sep. 2001.
11. J. Fang, A. R. Leyman, Y. H. Chew, and H. Duan, "Blind SIMO FIR channel estimation by utilizing property of companion matrices," IEEE Signal Process. Lett., vol. 12, pp. 387-390, May 2005.
12. J. Mannerkoski and V. Koivunen, "Autocorrelation properties of channel encoded sequences - applicability to blind equalization," IEEE Trans. Signal Process., vol. 43, no. 12, pp. 3501-3506, Dec. 2000.
13. A. Gorokhov and P. Loubaton, "Subspace-based techniques for blind separation of convolutive mixtures with temporally correlated sources," IEEE Trans. Circuits Syst. I, vol. 44, pp. 813-820, Sep. 1997.
14. T. Ma, Z. Ding, and S. F. Yau, "A two-stage algorithm for MIMO blind deconvolution of colored input signals," IEEE Trans. Signal Process., vol. 48, no. 4, pp. 1187-1192, Apr. 2000.
15. Y. Hua, S. An, and Y. Xiang, "Blind identification of FIR channels by decorrelating subchannels," IEEE Trans. Signal Process., vol. 51, no. 5, pp. 1143-1155, May 2003.
16. G. Xu, H. Liu, L. Tong, and T. Kailath, "A least-squares approach to blind channel identification," IEEE Trans. Signal Process., vol. 43, no. 12, pp. 2982-2993, Dec. 1995.
17. Y. Hua, "Fast maximum likelihood for blind identification of multiple FIR channels," IEEE Trans. Signal Process., vol. 44, no. 3, pp. 661-672, Mar. 1996.
18. L. Tong and Q. Zhao, "Joint order detection and blind channel estimation by least squares smoothing," IEEE Trans. Signal Process., vol. 47, no. 9, pp. 2345-2355, 1999.
19. Z. Xu and B. P. Ng, "Deterministic linear prediction methods for blind channel estimation based on dual concept of zero-forcing equalization," IEEE Trans. Signal Process., vol. 50, no. 11, pp. 2855-2865, Nov. 2002.
20. D. Gesbert, P. Duhamel, and S. Mayrargue, "On-line blind multichannel equalization b ed on mutually referenced filters," IEEE Trans. Signal Process., vol. 45, no. 9, pp. 2307-2317, Sep. 1997.
21. M. K. Tsatsanis and Z. Xu, "Constrained optinidzation methods for direct blind equalization," IEEE J. Sel. Areas Commun., vol. 17, pp. 424-433, Mar. 1999.
22. G. Golub and C. van Loan, Matrix Computations, 3rd ed. Baltimore, MD: Johns Hopkins Univ. Press, 1996.
23. S. Haykin, Adaptive Filter Theory, 3rd ed. Upper Saddle River, NJ: Prentice-Hall, 1996.
24. M. Wax and Kailath, "Detection of signals by information theoretic criterion," IEEE Trans. Acoust., Speech, Signal Process., vol. 33, no. 4, pp. 387-392, Apr. 1985.