A tensor-based blind DS-CDMA receiver using simultaneous matrix diagonalization

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC

Volumn , Issue , 2007, Pages

  Nion, Dimitri ^a   De Lathauwer, Lieven ^a  

^a Centre national de la recherche scientifique   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ANTENNA ARRAYS; BLIND SOURCE SEPARATION; TENSORS;

ALTERNATING LEAST SQUARES; BLIND SEPARATION; CONVOLUTIVE MIXTURE; FAR FIELD; LARGE DELAY SPREADS; MATRIX DIAGONALIZATION; MULTIPATHS; THIRD-ORDER TENSORS;

CODE DIVISION MULTIPLE ACCESS;

EID: 48049121962     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/spawc.2007.4401373     Document Type: Conference Paper

References (12)

1. A.-J. van der Veen, "Algebraic methods for deterministic blind beamforming," Proc. IEEE. vol. 86, pp. 1987-2008, 1998.
2. N. D. Sidiropoulos, G. B. Giannakis, and R. Bro. "Blind PARAFAC receivers for DS-CDMA systems," IEEE Trans. Signal Proc., vol. 48, pp. 810-823, 2000.
3. A. Smilde, R. Bro, and P. Geludi. Multi-way Analysis. Applications in the Chemical Sciences, Chichester, U.K.: John Wiley and Sons, 2004.
4. R. A. Harshman, "Foundations of the PARAFAC procedure: Model and conditions for an 'explanatory' multi-mode factor analysis," UCLA Working Papers in Phonetics, vol. 16, pp. 1-84, 1970.
5. A. de Baynast, L. De Lathauwer, and B. Auzhang, "Blind PARAFAC Receivers for Multiple Access-Multiple Antenna System," in Proc. IEEE Vehicular Technology Conference (VTC), Orlando, FL. October 2003.
6. L. De Lathauwer, "Decompositions of a Higher-Order Tensor in Block Terms," SIAM J. Matrix Anal. Appl, 2006, under review.
7. N. D. Sidiropoulos and G. Z. Dimic, "Blind Multiuser Detection in W-CDMA Systems with Large Delay Spread," IEEE Signal Proc. Letters, vol. 8, no. 3. pp. 87-89, March 2001.
8. J. B. Kruskal, "Three-way Arrays: Rank and Uniqueness of Trilinear Decompositions, with Application to Arithmetic Complexity and Statistics," Linear Algebra Appl. vol. 18, pp. 95-138, 1977.
9. J. D. Carroll and J. Chang, "Analysis of individual differences in multidimensional scaling via an N-way generalization of "Eckart-Young" decomposition," Psychometrika, vol. 35, no. 3, pp. 283-319, 1970.
10. L. De Lathauwer and J. Castaing, "Tensor-Based Techniques for the Blind Separation of DS-CDMA signals," Signal Processing, Special Issue Tensor Signal Processing, vol. 87, no. 2, pp. 322-336, Feb. 2007.
11. L. De Lathauwer, "A Link between the Canonical Decomposition in Multilinear Algebra and Simultaneous Matrix Diagonalization," SIAM J. Matrix Anal. Appl., vol. 28. no. 3, pp. 642-666, 2006.
12. A.-J. van der Veen and A. Paulraj, "An Analytical Constant Modulus Algorithm." IEEE Trans. Signal Proc. vol. 44, pp. 1136-1155, 1996.