Blind channel identification with colored sources by exploiting properties of companion matrices

IEEE Transactions on Signal Processing

Volumn 54, Issue 3, 2006, Pages 894-906

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

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^c NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Blind channel identification; Colored sources; Companion matrix; Multiple input multiple output (MIMO) systems

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; ESTIMATION; IDENTIFICATION (CONTROL SYSTEMS); MATRIX ALGEBRA; STATISTICAL METHODS;

BLIND CHANNEL IDENTIFICATION; COLORED SOURCE; COMPANION MATRIX; MULTIPLE-INPUT MULTIPLE-OUTPUT (MIMO) SYSTEMS;

DATA COMMUNICATION SYSTEMS;

EID: 33244466058     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2005.863107     Document Type: Article

References (23)

1. 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, no. 2, pp. 340-349, Mar. 1994.
2. 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.
3. 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.
4. 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 Process., vol. 48, no. 3, pp. 832-845, Mar. 2000.
5. J. Mannerkoski and V. Koivunen, "Autocorrelation properties of channel encoded sequences - Applicability to blind equaliztion," IEEE Trans. Signal Process., vol. 43, no. 12, pp. 3501-3506, Dec. 2000.
6. J. Xavier, V. Barroso, and J. Mount, "Closed-form correlative coding blind identification of MIMO channels: Isometry fitting to second order statistics," IEEE Trans. Signal Process., vol. 49, no. 5, pp. 1073-1086, May 2001.
7. 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.
8. 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.
9. A. Gorokhov and P. Loubaton, "Subspace-based techniques for blind separation of convolutive mixtures with temporally correlated sources," IEEE Trans. Circuits Syst. Im Fundam. Theory Appl., vol. 44, no. 9, pp. 813-820, Sep. 1997.
10. 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.
11. I. Bradaric, A. P. Petropulu, and K. I. Diamantaras, "On blind identifiability of FIR-MIMO systems with cyclostationary inputs using second order statistics," IEEE Trans. Signal Process., vol. 51, no. 2, pp. 434-441, Feb. 2003.
12. K. I. Diamantaras, A. P. Petropulu, and B. Chen, "Blind two-input-two-output FIR channel identification based on frequency domain second-order statistics," IEEE Trans. Signal Process., vol. 48, no. 2, pp. 534-542, Feb. 2000.
13. 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.
14. R. López-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.
15. I. Bradaric, A. Petropulu, and K. Diamantaras, "Blind MIMO FIR channel identification based on second-order spectra correlations," IEEE Trans. Signal Process., vol. 51, no. 6, pp. 1668-1674, Jun. 2003.
16. R. López-Valcarce and S. Dasgupta, "Blind equalization of nonlinear channels from second-order statistics," IEEE Trans. Signal Process., vol. 49, no. 12, pp. 3084-3097, Dec. 2001.
17. K. A. Meraim, P. Loubaton, and E. Moulines, "A subspace algorithm for certain blind identification problems," IEEE Trans. Inf. Theory, vol. 43, no. 2, pp. 499-511, Mar. 1997.
18. S. Haykin, Adaptive Filter Theory, 3rd ed. Upper Saddle River, NJ: Prentice-Hall, 1996.
19. J. Liang and Z. Ding, "Blind MIMO system identification based on cumulant subspace decomposition," IEEE Trans. Signal Process., vol. 51, no. 6, pp. 1457-1468, Jun. 2003.
20. M. Wax and T. Kailath, "Detection of signals by information theoretic criterion," IEEE Trans. Acoust., Speech, Signal Process., vol. 33, no. 2, pp. 387-392, Apr. 1985.
21. G. Golub and C. van Loan, Matrix Computations, 3rd ed. Baltimore, MD: The Johns Hopkins Univ. Press, 1996.
22. A. Belouchrani, K. A. Meraim, J. F. Cardoso, and E. Moulines, "A blind source separation technique using second-order statistics," IEEE Trans. Signal Process., vol. 45, no. 2, pp. 434-444, Feb. 1997.
23. C. B. Papadias and D. T. M. Slock, "Fractionally spaced equalization of linear polyphase channels and related blind techniques based on multichannel linear prediction," IEEE Trans. Signal Process., vol. 47, no. 3, pp. 641-654, Mar. 1999.