Pivot selection strategies in Jacobi joint block-diagonalization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4666 LNCS, Issue , 2007, Pages 177-184

  Févotte, Cédric ^a   Theis, Fabian J ^b  

^a TELECOM PARISTECH   (France)

^b Bernstein Center for Computational Neuroscience   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

JACOBIAN MATRICES; OPTIMIZATION;

JOINT BLOCK-DIAGONALIZATION (JBD); PIVOT SELECTION STRATEGIES;

INDEPENDENT COMPONENT ANALYSIS;

EID: 38149060144     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74494-8_23     Document Type: Conference Paper

References (23)

1. Cardoso, J.F., Souloumiac, A.: Blind beamforming for non Gaussian signals. IEE Proceedings-F 140, 362-370 (1993)
2. Cardoso, J.F., Souloumiac, A.: Jacobi angles for simultaneous diagonalization. SIAM J. Mat. Anal. Appl. 17, 161-164 (1996)
3. Belouchrani, A., Abed-Meraim, K., Cardoso, J.F., Moulines, E.: A blind source separation technique based on second order statistics. IEEE Trans. Signal Processing 45, 434-444 (1997)
4. Ziehe, A., Mueller, K.R.: TDSEP - an efficient algorithm for blind separation using time structure. In: Niklasson, L., Bodén, M., Ziemke, T. (eds.) Proc. of ICANN'98, Skövde, Sweden, pp. 675-680. Springer, Berlin (1998)
5. Theis, F., Gruber, P., Keck, I., Meyer-Bäse, A., Lang, E.: Spatiotemporal blind source separation using double-sided approximate joint diagonalization. In: Proc. EUSIPCO 2005, Antalya, Turkey (2005)
6. Févotte, C., Doncarli, C.: Two contributions to blind source separation using time-frequency distributions. IEEE Signal Processing Letters 11(3) (2004)
7. Theis, F., Inouye, Y.: On the use of joint diagonalization in blind signal processing. In: Proc. ISCAS 2006, Kos, Greece (2006)
8. Bousbiah-Salah, H., Belouchrani, A., Abed-Meraim, K.: Jacobi-like algorithm for blind signal separation of convolutive mixtures. Electronics Letters 37(16), 1049-1050 (2001)
9. De Lathauwer, L., Callaerts, D., De Moor, B., Vandewalle, J.: Fetal electrocardiogram extraction by source subspace separation. In: Proc. IEEE Signal Processing / ATHOS Workshop on Higher-Order Statistics, pp. 134-138. IEEE Computer Society Press, Los Alamitos (1995)
10. Cardoso, J.F.: Multidimensional independent component analysis. In: Proc. ICASSP (1998)
11. Theis, F.: Towards a general independent subspace analysis. In: Proc. NIPS 2006 (2007)
12. Theis, F.: Blind signal separation into groups of dependent signals using joint block diagonalization. In: Proc. ISCAS 2005, Kobe, Japan, pp. 5878-5881 (2005)
13. th Symposium on Independent Component Analysis and Blind Source Separation (ICA'03), Nara, Japan (April 2003)
14. Belouchrani, A., Amin, M.G., Abed-Meraim, K.: Direction finding in correlated noise fields based on joint block-diagonalization of spatio-temporal correlation matrices. IEEE Signal Processing Letters 4(9), 266-268 (1997)
15. Belouchrani, A., Abed-Meraim, K., Hua, Y.: Jacobi-like algorithms for joint block diagonalization: Application to source localization. In: Proc. International Symposium on Intelligent Signal Processing and Communication Systems (1998)
16. Abed-Meraim, K., Belouchrani, A.: Algorithms for joint block diagonalization. In: Proc. EUSIPCO'04, Vienna, Austria, pp. 209-212 (2004)
17. Févotte, C, Theis, F.J.: Orthonormal approximate joint block-diagonalization. Technical Report GET/Télécom Paris 2007D007 (2007), http://service.tsi.enst.fr/cgi-bin/valipub_download.cgi?dId=34
18. Févotte, C.: Approche temps-fréquence pour la séparation aveugle de sources non-stationnaires. Thèse de doctorat de l'Ecole Centrale de Nantes (2003)
19. De Lathauwer, L., Févotte, C., De Moor, B., Vandewalle, J.: Jacobi algorithm for joint block diagonalization in blind identification. In: Proc. 23' Symposium on Information Theory in the Benelux, Louvain-la-Neuve, Belgium, (Mai 2002), pp. 155-162 (2002)
20. http://www.biologie.uni-regensburg.de/Biophysik/Theis/researchjbd.html
21. Golub, G.H., Loan, C.F.V.: Matrix Computations, 3rd edn. The Johns Hopkins University Press, Baltimore (1996)
22. http://www.tsi.enst.fr/~fevotte/bass_demo.html
23. st ISCA Workshop on Non-Linear Speech Processing, Le Croisic, France (May 20-23, 2003)