Constrained tensor modeling approach to blind multiple-antenna CDMA schemes

IEEE Transactions on Signal Processing

Volumn 56, Issue 6, 2008, Pages 2417-2428

  de Almeida, André L F ^a   Favier, Gérard ^a   Mota, João Cesar M ^b  

^a UNIVERSITY OF NICE SOPHIA ANTIPOLIS   (France)

^b FEDERAL UNIVERSITY OF CEARÁ   (Brazil)

Author keywords

Blind detection; Canonical allocation; Code division multiple access (CDMA) systems; Constrained tensor modeling; Multiple antenna schemes; Spatial multiplexing

Indexed keywords

CODE DIVISION MULTIPLE ACCESS; CODES (SYMBOLS); MATHEMATICAL MODELS; SIGNAL DETECTION; TENSORS;

BLIND DETECTION; BLIND MULTIPLE-ANTENNA; CANONICAL ALLOCATION; CONSTRAINED TENSOR MODELING; SPATIAL MULTIPLEXING;

ANTENNAS;

EID: 44849125643     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.917028     Document Type: Article

References (34)

1. G. L. Foschini and M. L. Gans, "On limits of wireless communications when using multiple antennas," Wireless Pers. Commun., vol. 6, no. 3, pp. 311-335, 1998.
2. H. Huang, H. Viswanathan, and G. J. Foschini, "Multiple antennas in cellular CDMA systems: Transmission, detection, and spectral efficiency," IEEE Trans. Wireless Commun., vol. 1, no. 3, pp. 383-392, 2002.
3. S. Sfar, R. D. Murch, and K. B. Letaief, "Layered spacetime multiuser detection over wireless uplink systems," IEEE Trans. Wireless Commun., vol. 2, no. 4, pp. 653-668, Jul. 2003.
4. L. Mailaender, "Linear MIMO equalization for CDMA downlink signals with code reuse," IEEE Trans. Wireless Commun., vol. 4, no. 5, pp. 2423-2434, Sep. 2005.
5. T. S. Dharma, A. S. Madhukumar, and A. B. Premkumar, "Layered space-time architecture for MIMO block spread CDMA systems," IEEE Commun. Lett., vol. 10, no. 2, pp. 70-72, Feb. 2006.
6. G. D. Golden, G. J. Foschini, R. A. Valenzuela, and P. W. Wolniansky, "Detection algorithm and initial laboratory results using the V-BLAST space-time communications architecture," Electron. Lett., vol. 35, no. 7, pp. 14-15, Jan. 1999.
7. B. Hochwald, T. L. Marzetta, and C. B. Papadias, "A transmitter diversity scheme for wideband CDMA systems based on space-time spreading," IEEE J. Sel. Areas Commun., vol. 19, no. 1, pp. 48-60, Jan. 2001.
8. R. Doostnejad, T. J. Lim, and E. Sousa, "Space-time spreading codes for a multiuser MIMO system," in Proc. 36th Asilomar Conf. Signals, Syst. Comput., Pacific Grove, CA, Nov. 2002, pp. 1374-1378.
9. R. Doostnejad, T. J. Lim, and E. Sousa, "Space-time multiplexing for MIMO multiuser downlink channels," IEEE Trans.Wireless Commun., vol. 5, no. 7, pp. 1726-1734, Jul. 2006.
10. L.-L. Yang, "MIMO-assisted space-code-division multiple-access: Linear detectors and performance over multipath fading channels," IEEE J. Sel. Areas Commun., vol. 24, no. 1, pp. 121-131, Jan. 2006.
11. N. D. Sidiropoulos, G. B. Giannakis, and R. Bro, "Blind PARAFAC receivers for DS-CDMA systems," IEEE Trans. Signal Process., vol. 48, no. 3, pp. 810-822, Mar. 2000.
12. N. D. Sidiropoulos and G. Z. Dimic, "Blind multiuser detection in WCDMA systems with large delay spread," IEEE Signal Process. Lett., vol. 8, no. 3, pp. 87-89, Mar. 2001.
13. A. de Baynast and L. De Lathauwer, "Dètection autodidacte pour des systèmes a accès multiple basèe sur 1'analyse PARAFAC," presented at the XIX GRETSI Symp. Signal Image Process., Paris, France, Sep. 2003.
14. A. L. F. de Almeida, G. Favier, and J. C. M. Mota, "PARAFAC models for wireless communication systems," presented at the Int. Conf. Phys. Signal and Image Process. (PSIP), Toulouse, France, Jan. 31-Feb. 2 2005.
15. A. L. F. de Almeida, G. Favier, and J. C. M. Mota, "PARAFAC-based unified tensor modeling for wireless communication systems with application to blind multiuser equalization," Signal Process., vol. 87, no. 2, pp. 337-351, Feb. 2007.
16. D. Nion and L. De Lathauwer, "A block factor analysis based receiver for blind multi-user access in wireless communications," presented at the ICASSP, Toulouse, France, May 2006.
17. N. D. Sidiropoulos and R. Budampati, "Khatri-Rao space-time codes," IEEE Trans. Signal Process., vol. 50, no. 10, pp. 2377-2388, Oct. 2002.
18. A. de Baynast, L. De Lathauwer, and B. Aazhang, "Blind PARAFAC receivers for multiple access-multiple antenna systems," presented at the VTC Fall, Orlando, FL, Oct. 2003.
19. A. L. F. de Almeida, G. Favier, and J. C. M. Mota, "Space-time multiplexing codes: A tensor modeling approach," presented at the IEEE Int. Workshop Signal Process. Adv. Wireless Commun. (SPAWC), Cannes, France, Jul. 2006.
20. A. L. F. de Almeida, G. Favier, and J. C. M. Mota, "Tensor-based space-time multiplexing codes for MIMO-OFDM systems with blind detection," presented at the IEEE Int. Symp. Pers. Ind. Mob. Radio Commun. (PIMRC), Helsinki, Finland, Sep. 11-14, 2006.
21. R. Bro, "Multi-way analysis in the food industry: Models, algorithms and applications," Ph.D. dissertation, Univ. Amsterdam, Amsterdam, The Netherlands, 1998.
22. H. A. Kiers and A. K. Smilde, "Constrained three-mode factor analysis as a tool for parameter estimation with second-order instrumental data," J. Chemometr., vol. 12, no. 2, pp. 125-147, Dec. 1998.
23. J. M. F. ten Berge, "Non-triviality and identification of a constrained Tucker3 analysis," J. Chemometr., vol. 16, pp. 609-612, 2002.
24. L. R. Tucker, "Some mathematical notes on three-mode factor analysis," Psychometrika, vol. 31, pp. 279-311, 1966.
25. R. Bro, R. A. Harshman, and N. D. Sidiropoulos, "Modeling multi-way data with linearly dependent loadings," Univ. of Denmark, Denmark, KVL Tech. Rep. 176, 2005.
26. Z. Xu, P. Liu, and X. Wang, "Blind multiuser detection: From MOE to subspace methods," IEEE Trans. Signal Process., vol. 52, no. 2, pp. 91-103, Feb. 2004.
27. R. A. Harshman, "Foundations of the PARAFAC procedure: Model and conditions for an "explanatory" multi-mode factor analysis," UCLA Working Papers in Phonet., vol. 16, pp. 1-84, Dec. 1970.
28. G. E. Andrews, The Theory of Partitions. Cambridge, U.K.: Cambridge Univ. Press, 1984.
29. R. W. Heath and D. J. Love, "Multimode antenna selection for spatial multiplexing systems with linear receivers," IEEE Trans. Signal Process., vol. 53, no. 8, pp. 3042-3056, Aug. 2005.
30. D. J. Love and R. W. Heath, "Multimode preceding for MIMO wireless systems," IEEE Trans. Signal Process., vol. 53, no. 10, pp. 3674-3687, Oct. 2005.
31. N. D. Sidiropoulos and X. Liu, "Cramer-Rao bounds for low-rank decomposition of multidimensional arrays," IEEE Trans. Signal Process., vol. 49, no. 9, pp. 2074-2086, Sep. 2001.
32. S. Mudulodu and A. J. Paulraj, "A simple multiplexing scheme for MIMO systems using multiple spreading codes," in Proc. 34th ASILOMAR Conf. Signals, Syst. Comput., Pacific Grove, CA, Oct. 29 - Nov. 1 2000, vol. 1, pp. 769-774.
33. D. Shiu, G. J. Foschini, M. J. Gans, and J. M. Kahn, "Fading correlation and its effect on the capacity of multi-element antenna systems," IEEE Trans. Commun., vol. 48, no. 3, pp. 502-513, 2000.
34. D. A. Gore, R. W. Heath, Jr., and A. J. Paulraj, "Transmit selection in spatial multiplexing systems," IEEE Commun. Lett., vol. 6, no. 11, pp. 491-493, 2002.