Subspace Methods for the Blind Identification of Multichannel FIR Filters

IEEE Transactions on Signal Processing

Volumn 43, Issue 2, 1995, Pages 516-525

  Moulines, Eric ^a   Mayrargue, Sylvie ^b   Cardoso, Jean Francois ^a  

^a TELECOM PARISTECH   (France)

^b Issy les Moulineaux   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BLIND IDENTIFICATION; CHANNEL EQUALIZATION; CHANNEL IDENTIFICATION; MULTICHANNEL FIR FILTERS; ORTHOGONALITY; SUBSPACE METHODS;

DIGITAL SIGNAL PROCESSING; MATHEMATICAL TECHNIQUES; MONTE CARLO METHODS; NUMERICAL ANALYSIS; SIGNAL FILTERING AND PREDICTION; WAVE FILTERS;

DIGITAL COMMUNICATION SYSTEMS;

EID: 0029252330     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.348133     Document Type: Article

References (23)

1. L. Tong, G. Xu, and T. Kailath, “A new approach to blind identification and equalization of multipath channels,” in Proc. 25th Asilomar Conf. (Pacific Grove, CA), 1991, pp. 856-860.
2. “Blind identification and equalization of multipath channels,” in Proc. Int. Conf. Commun., June 1992, pp. 1513-1517.
3. “Fast blind equalization via antenna arrays,” in Proc. ICASSP, 1993, vol. 4, pp. 272-275.
4. J. Proakis, Digital Communications. New York: McGraw-Hill, 1989.
5. D. Godard, “Self-recovering equalization and carrier-tracking in two-dimensional data communication systems,” IEEE Trans. Commun., vol. 28, pp. 1867-1875, Nov. 1980.
6. Y. Sato, “A method of self-recovering equalization for multi-level amplitude modulation,” IEEE Trans. Commun., vol. COM-6, pp. 679-682, 1975.
7. D. Donoho, “On minimum entropy deconvolution,” in Applied Time-Series Analysis II. New York: Academic Press, 1981, pp. 565-609.
8. A. Benveniste, M. Goursat, and G. Ruget, “Robust identification of a non-minimum phase system: Blind adjustment of a linear equalizer in data communication,” IEEE Trans. Automat. Cont., vol. AC-25, no. 3, pp. 385-399, 1980.
9. A. Benveniste and M. Goursat, “Blind equalizers,” IEEE Trans. Commun., vol. 32, pp. 871-883, Aug. 1984.
10. O. Shalvi and E. Weinstein, “New criteria for blind deconvolution of non-minimum phase systems (channels),” IEEE Trans. Inform. Theory, vol. 36, pp. 312-321, Mar. 1990.
11. Z. Ding et al, “Ill-convergence of Godard blind equalizers in data communication systems,” IEEE Trans. Commun, vol. 39, pp. 1313-1327, Sept. 1991.
12. G. Giannakis, Y. Inouye, and J. Mendel, “Cumulant-based identification of multichannel moving average models,” IEEE Trans. Automat. Contr., vol. 34, pp. 783-787, 1989.
13. G. Giannakis and J. Mendel, “Identification of non-minimum phase systems using higher-order statistics,” IEEE Trans. Acoust. Speech, Signal Processing, vol. 37, pp. 360-377, 1989.
14. 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.
15. C. Nikias, “Blind deconvolution using higher-order statistics,” in Proc. 2nd Int. Conf. Higher-Order Stat. Elsevier, 1992, pp. 49-56.
16. G. Ungerboeck, “Fractional tap-spacing equalizer and consequences for clock recovery in data modems,” IEEE Trans. Commun., vol. 24, pp. 856-864, Aug. 1976.
17. Y. Li and Z. Ding, “Blind channel identification based on second order cyclostationary statistics,” in Proc. ICASSP, 1993, vol. 4, pp. 81-84.
18. C. Berenstein and E. Patrick, “Exact deconvolution for multiple convolution operators: An overview, plus performace characterizations for imaging sensors,” Proc. IEEE, vol. 78, Apr. 1990.
19. E. Biglieri and G. Caire, “Blind channel identification in terrestrial radio links,” Tech. Rep., Dipartimento di Elettronica, Politecnico di Torino, Torino, Italy, Mar. 1993.
20. P. Stoica and A. Nehorai, “MUSIC, maximum likelihood and Cramer-Rao bounds,” IEEE Trans. Acoust. Speech, Signal Processing, vol. 37, pp. 720-741, 1989.
21. S. Mayrargue, “Spatial equalization of a radio-mobile channel without beamforming using the constant modulus algorithm (CMA),” in Proc. ICASSP, 1993.
22. D. Pal, “Fractionally spaced semi-blind decision feedback equalization of wireless channels,” in Proc. ICC, May 1993, vol. 2, pp. 1139-1143.
23. E. J. Hannan and M. Deistler, The Statistical Theory of Linear Systems. New York: Wiley, 1988.