A blind source separation technique using second-order statistics

IEEE Transactions on Signal Processing

Volumn 45, Issue 2, 1997, Pages 434-444

  Belouchrani, Adel ^a   Abed Meraim, Karim ^a   Cardoso, Jean François ^a   Moulines, Eric ^a  

^a Villanova University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARRAYS; ASYMPTOTIC STABILITY; COMPUTER SIMULATION; CORRELATION THEORY; MATRIX ALGEBRA;

BLIND SOURCE SEPARATION TECHNIQUE; SECOND ORDER STATISTICS;

SIGNAL DETECTION;

EID: 0031078854     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.554307     Document Type: Article

References (25)

1. F. Li and R. Vaccaro, "Sensitivity analysis of DOA estimation algorithms to sensor errors," IEEE Trans. Aerospace Electron. Syst., vol. 28 pp. 708-717, July 1992.
2. M. Viberg and A. L. Swindelhurst, "Analysis of the combined effect of finite samples and model errors on array processing performance," i Proc. ICASSP, 1993, vol. 4, pp. 372-375.
3. C. Jutten and J. Hérault, "Blind separation of sources: An adaptiv algorithm based on neuromimetic architecture," Signal Processing, vol 24, pp. 1-10, 1991.
4. A. Dine and Y. Bar-Ness, "Bootstrap: A fast blind adaptive signa separator," in Proc. ICASSP, Mar. 1992, vol. 2, pp. 325-328.
5. E. Moreau and O. Macchi, "A one stage self-adaptive algorithm fo source separation," in Proc. ICASSP, Adelaide, Australia, 1994.
6. B. Laheld and J.-F. Cardoso, "Adaptive source separation withou prewhitening," in Proc. EUSIPCO, Edinburgh, Scotland, Sept. 1994 pp. 183-186.
7. S. V. Gerven and D. Van Compernolle, "On the use of decorrelation i scalar signal separation," in Proc. ICASSP, Adelaide., Australia, 1994 pp. 57-60.
8. J.-F. Cardoso and A. Souloumiac, "Blind beamforming for nonGaussia signals," Proc. Inst. Elec. Eng., pt. F, vol. 140, no. 6, pp. 362-370, 1993.
9. P. Comon, "Independent component analysis, a new concept?," Signa Processing, vol. 36, pp. 287-314, 1994.
10. M. Gaeta and J.-L. Lacoume, "Source separation without a prior knowledge: The maximum likelihood solution," in Proc. EUSIPCO 1990, pp. 621-624.
11. D. T. Pham, P. Garat, and C. Jutten, "Separation of a mixture o independent sources through a maximum likelihood approach," in Proc EUSIPCO, 1992, pp. 771-774.
12. B. G. Agée, S. V. Schell, and W. A. Gardner, "Spectra self-coherenc restore: A new approach to blind adaptive signal extraction usin antenna arrays," Proc. IEEE, vol. 78, pp. 753-766, Apr. 1990.
13. S. V. Schell and W. A. Gardner, "Maximum likelihood and commo factor analysis-based blind adaptive spatial filtering for cyclostationar signals," in Proc. ICASSP, 1993, vol. 4, pp. 292-295.
14. L. Tong, V. C. Soon, R. Liu, and Y. Huang, "AMUSE: A new blin identification algorithm," in Proc. ISCAS, New Orleans, LA, 1990.
15. L. Féty, "Méthodes de traitement d'antenne adaptées aux radiocommunications," Thèse de docteur-ingénieur de l'ENST, June 1988.
16. A. Belouchrani, K. Abed Meraim, J.-F. Cardoso, and E. Moulines "Second-order blind separation of correlated sources," in Proc. Int. Conf Digital Signal Processing, Cyprus, 1993, pp. 346-351.
17. D. Pham and P. Garat, "Séparation aveugle de sources temporellemen corrélées," in Proc. GRETSI, 1993, pp. 317-320.
18. L. Tong, R. Liu, and Y. H. V. C. Soon, "Indeterminacy and identifiabilit of blind identification," IEEE Trans. Circuits Syst., vol. 38, pp. 499-509 May 1991
19. R. Horn and C. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
20. G. H. Golub and C. F. V. Loan, Matrix Computations. Baltimore, MD Johns Hopkins Univ. Press, 1989.
21. M. Rosenblatt, Stationary Processes and Random Fields. Boston, MA Birkhauser, 1985.
22. J.-F. Cardoso, "On the performance of orthogonal source separatio algorithms," in Proc. EUSIPCO, 1994, pp. 776-779.
23. W. A. Gardner, S. V. Schell, and P. A. Murphy, "Multiplication o cellular radio capacity by blind adaptive spatial filtering," in Proc. IEE Int. Conf. Selected Topics Wireless Commun., June 1992, pp. 102-106.
24. J.-F. Cardoso, "Perturbation of joint diagonalizers," Telecom Paris Signal Dept., Tech. Rep. 94D023, 1994
25. A. Souloumiac, "Utilization des statistiques d'ordre supérieur en traitement d'antenne," Thèse de doctoral, Télécom Paris, Feb. 1993.