Asymptotic performance of contrast-based blind source separation algorithms

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

Volumn 2002-January, Issue , 2002, Pages 244-248

  Albera, Laurent ^a,b   Cornon, Pierre ^a  

^a UNIVERSITY OF NICE SOPHIA ANTIPOLIS   (France)

^b THALES COMMUNICATIONS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CALCULATIONS; DIFFERENTIATION (CALCULUS); SIGNAL ANALYSIS; SIGNAL PROCESSING;

ASYMPTOTIC PERFORMANCE; CUMULANTS; FOURTH ORDER; FUNCTIONAL APPROACH;

BLIND SOURCE SEPARATION;

EID: 4644233632     PISSN: None     EISSN: 2151870X     Source Type: Conference Proceeding    
DOI: 10.1109/SAM.2002.1191037     Document Type: Conference Paper

References (10)

1. J. F. CARDOSO, "High-order contrasts for independent component analysis", Neural Computation, vol. 11, no. 1, pp. 157-192, Jan. 1999.
2. P. COMON, "Independent Component Analysis, a new concept ?Signal Processing, Elsevier, vol. 36, no. 3, pp. 287-314, Apr. 1994, Special issue on Higher-Order Statistics.
3. P. COMON, P. CHEVALIER, "Source separation: Models, concepts, algorithms and performance", in Unsupervised Adaptive Filtering, Vol. 1, Blind Source Separation, pp. 191-236. Wiley, 2000.
4. P. COMON, "From Source Separation to Blind Equalization, Contrast-based Approaches", in Int. Conf. on Image and Signal Processing (ICISP'01), Agadir, Morocco, May 3-5, 2001.
5. P. COMON, P. CHEVALIER, V. CAPDEVEELLE, "Performance of contrast-based blind source separation", in SPAWC -IEEE Sig. Proc. Advances in Wireless Com., Paris, April 16-18 1997, pp. 345-348.
6. J. P. DELMAS, "Asymptotic performance of second-order algorithms", IEEE Trans. Sig. Proc., 2001, submitted.
7. A. FERRJEOL, P. CHEVALIER, "On the behavior of current second and higher order blind source separation methods for cyclostationary sources", IEEE Trans. Sig. Proc., vol. 48, pp. 1712-1725, June 2000.
8. P. McCULLAGH, Tensor Methods in Statistics, Chapman and Hall, Monographs on Statistics and Applied Probability, 1987.
9. B. OTTERSTEN, M. VIBERG, T. KAILATH, "Analysis of subspace fitting and ML techniques for parameter estimation from sensor array data", IEEE Trans. Sig. Proc., vol. 40, pp. 590-599, Mar. 1992.
10. N. THIRION, E. MOREAU, "New criteria for blind signal separation", in IEEE Workshop on Statistical Signal and Array Processing, Pocono Manor, Pennsylvania, Usa, Aug. 14-16, 2000, pp. 344-348.