On regularity and identifiability of blind source separation under constant-modulus constraints

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2004, Pages

  Yao, Yingwei ^a   Giannakis, Georgios B ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIVE NOISE; CONSTANT MODULUS ALGORITHMS (CMA); COVARIANCE MATRIX; FISHER INFORMATION MATRIX (FIM);

CODE DIVISION MULTIPLE ACCESS; CONSTRAINT THEORY; GAUSSIAN NOISE (ELECTRONIC); IDENTIFICATION (CONTROL SYSTEMS); INFORMATION THEORY; MATRIX ALGEBRA; PARAMETER ESTIMATION; SET THEORY; SIGNAL PROCESSING; VECTORS; WHITE NOISE;

BLIND SOURCE SEPARATION;

EID: 4544366059     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. D. N. Godard. Self-recovering equalization and carrier tracking in two-dimensional data communication systems. IEEE Trans. Commun., 28(11):1867-1875, Nov. 1980.
2. T. Jiang and N. D. Sidiropoulos. Kruskal's permutation lemma and the identification of CANDECOMP/PARAFAC and bilinear models with constant modulus constraints. IEEE Transactions on Signal Processing, 2003, submitted, down-loadable from http://www.ece.umn.edu/users/jiang.
3. R. Johnson, P. Schniter, T. J. Endres, J. D. Behm, D. R. Brown, and R. A. Casas. Blind equalization using the constant modulus criterion: a review. Proc. IEEE, 86(10): 1927-1950, Oct. 1998.
4. A. Leshem, N. Petrochilos, and A. J. van der Veen. Finite sample identifiability of multiple constant modulus sources. IEEE Trans. Inform. Theory, 49(9):2314-2319, Sept. 2003.
5. B. L. S. Prakasa Rao. Identifiability in Stochastic Models. Academic Press Inc., CA, USA, 1992.
6. T. J. Rothenberg. Identification in parametric models. Econometrica, 39(3):577-591, May 1971.
7. Y. Sato. A method of self-recovering equalization for multi-level amplitude-modulation systems. IEEE Trans. Commun., 23(6):679-682, June 1975.
8. P. Stoica and B. C. Ng. On the Cramér-Rao bound under parametric constraints. IEEE Signal Processing Lett., 5(7):177-179, July 1998.
9. J. R. Treichler and B. G. Agee. A new approach to multipath correction of constant modulus signals. IEEE Trans. Acoust., Speech, Signal Processing, 31(2):459-471, Apr. 1983.
10. Y. Wang, Y. C. Pati, Y. M. Cho, A. Paulraj, and T. Kailath. A matrix factorization approach to signal copy of constant modulus signals arriving at an antenna array. In Proc. 28th Conference on Information Sciences and Systems, pages 178-183, Princeton, NJ, March 1994.
11. Y. Yao and G. B. Giannakis. On regularity and identifiability of blind source separation under constant-modulus constraints. IEEE Transactions on Signal Processing, submitted 2003.