An algebraic ICA algorithm for 3 sources and 2 sensors

European Signal Processing Conference

Volumn 2015-March, Issue March, 2000, Pages

  De Lathauwer, L ^a   De Moor, B ^a   Vandewalle, J ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

ALGEBRA; COMPUTATION THEORY; INDEPENDENT COMPONENT ANALYSIS; SIGNAL PROCESSING; TENSORS;

ALGEBRAIC ALGORITHMS; ALTERNATING LEAST SQUARES; COMPLEX-VALUED; ICA ALGORITHMS;

ALGORITHMS;

EID: 84937054008     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. P. Comon and B. Mourrain, "Decomposition of quantics in sums of powers of linear forms, " Signal Processing, vol. 53, nos. 2-3, pp. 93-108, 1996.
2. P. Comon, "Blind channel identification and extraction of more sources than sensors, " Proceedings SPIE Conference, San Diego, CA, U. S. A. July 1998, pp. 2-13.
3. P. Comon and O. Grellier, "Non-linear inversion of underdetermined mixtures, " Proceedings Int. Workshop on Independent Component Analysis and Blind Source Separation (ICA'99), Aussois, France, Jan. 1999, pp. 461-465.
4. L. De Lathauwer, Signal Processing based on Multilinear Algebra. Ph. D. thesis, K. U. Leuven, E. E. Dept. (ESAT), Belgium, Sept. 1997.
5. L. De Lathauwer, B. De Moor and J. Vande-walle, "ICA algorithms for 3 sources and 2 sensors, " Proceedings IEEE Signal Processing Workshop on Higher-Order Statistics (HOS'99), Caesarea, Israel, June 1999, pp. 116-120.
6. L. De Lathauwer, B. De Moor, J. Vandewalle, "On the best rank-1 and rank-(ii, R2. h'\ ) approximation of higher-order tensors, " Tech. Report No. 97-75, ESAT/SISTA, K. U. Leuven. To appear in: SIAM J. Matrix Anal. Appl.