On the stability of source separation algorithms

Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology

Volumn 26, Issue 1, 2000, Pages 7-14

  Cardoso, Jean François ^a  

^a TELECOM PARISTECH   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ASYMPTOTIC STABILITY; FUZZY SETS; MATHEMATICAL MODELS; MATRIX ALGEBRA; SPURIOUS SIGNAL NOISE; STATISTICAL METHODS;

BLIND SOURCE SEPARATION (BSS); INDEPENDENT COMPONENT ANALYSIS (ICA);

SIGNAL FILTERING AND PREDICTION;

EID: 0034244820     PISSN: 09225773     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1008178930360     Document Type: Article

References (7)

1. D.-T. Pham and P. Garat, "Blind Separation of Mixture of Independent Sources through a Quasi-Maximum Likelihood Approach," IEEE Tr. SP, vol. 45, no. 7, 1997, pp. 1712-1725.
2. S.-I. Amari, "Neural Learning in Structured Parameter Spaces -Natural Riemannian Gradient," in Proc. NIPS, Dec. 1996.
3. J.-F. Cardoso and B. Laheld, "Equivariant Adaptive Source Separation," IEEE Trans. on Sig. Proc., vol. 44, no. 12, 1996, pp. 3017-3030.
4. A. Cichocki, R. Unbehauen, and E. Rummert, "Robust Learning Algorithm for Blind Separation of Signals," Electronic Letters, vol. 30, no. 17, 1994, pp. 1386, 1387.
5. B. Laheld and J.-F. Cardoso, "Adaptive Source Separation with Uniform Performance," in Proc. EUSIPCO, Edinburgh, Sept. 1994, pp. 183-186.
6. S.-I. Amari, T.-P. Chen, and A. Cichocki, "Stability Analysis of Adaptive Blind Source Separation," Neural Networks, vol. 10, no. 8, 1997, pp. 1345-1351.
7. A. Benveniste, M. Métivier, and P. Priouret. Adaptive Algorithms and Stochastic Approximations. Springer Verlag, 1990.