Generalized quadratic minimization and blind multichannel deconvolution

IEEE Transactions on Signal Processing

Volumn 48, Issue 1, 2000, Pages 201-213

  Gorokhov, Alexei ^a   Stoica, Petre ^b  

^a UNIV PARIS SUD   (France)

^b UPPSALA UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION CHANNELS (INFORMATION THEORY); CONVOLUTION; ELECTRIC NETWORK SYNTHESIS; FIR FILTERS; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; SPECTRUM ANALYSIS;

BLIND MULTICHANNEL DECONVOLUTION; FILTER DESIGN; FIR CHANNELS; QUADRATIC MINIMIZATION; SINGULAR QUADRATIC FORM;

SIGNAL PROCESSING;

EID: 0033895035     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.815490     Document Type: Article

References (27)

1. O. L. Frost III, "An algorithm for linear constrained adaptive array processing," Proc. IEEE, vol. 60, pp. 926-935, Aug. 1972.
2. S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: PrenticeHall, 1991.
3. C. R. Rao, Linear Statistical Inference and Its Applications, New York: Wiley, 1973.
4. T. Söderström and P. Stoica, System Identification. London, U.K.: Prentice-Hall, 1989.
5. Y. Abramovich, A. Gorokhov, and N. Spencer, "Convergence analysis of stochastically-constrained sample matrix inversion algorithms," in Proc. 1SCAS, vol. 2, May 1996, pp. 449-52.
6. C. R. Rao and S. K. Mitra, Generalized Inverse of Matrices and Its Applications, New York: Wiley, 1971.
7. P. Stoica, A. Jakobsson, and J. Li, "Matrix optimization result with DSP applications," Digital Signal Process.-Rev. J., vol. 6, pp. 195-201, 1996.
8. J. Capon, "High-resolution frequency-wavenumber spectral analysis," Proc. IEEE, vol. 57, pp. 1408-1418, 1969.
9. P. Stoica and R. Moses, Introduction to Spectral Analysis. Englewood Cliffs, NJ: Prentice-Hall, 1997.
10. V. F. Pisarenko, "The retrieval of harmonics from a covariance function," Geophys. J. R. Astron. Soc., no. 33, pp. 511-531, 1973.
11. B. Porat, Digital Processing of Random Signals. Englewood Cliffs, NJ: Prentice-Hall, 1994.
12. D. Slock, "Blind fractionally-spaced equalization, perfect reconstruction filter banks and multi-channel linear prediction," in Proc. ICASSP, vol. 4, 1994, pp. 585-588.
13. M. Gurelli and C. L. Nikias, "A new eigenvector-based algorithm for multichannel blind deconvolution of input colored signals," in Proc. ICASSP, 1993, pp. 448-51.
14. E. Moulines, P. Duhamel, J. F. Cardoso, and S. Mayrargue, "Subspace methods for the blind identification of multichannel FIR filters," IEEE Trans. Signal Processing, vol. 43, pp. 516-526, Feb. 1995.
15. K. Abed-Meraïm, J.-F. Cardoso, A. Gorokhov, P. Loubaton, and E. Moulines, "Subspace methods for blind identification of SIMO-FIR systems," IEEE Trans. Signal Processing, vol. 45, pp. 42-55, Jan. 1997.
16. Y Hua, "Fast maximum likelihood for blind identification of multiple FIR channels," in Proc. Asilomar Conf., Pacific Grove, CA, 1993, pp. 415-19.
17. G. W. Stewart, "Determining rank in the presence of error," in Linear Algebra for Large-Scale and Real-Time Applications, M. Moonen, G. Golub, and B. De Moor, Eds. Dordrecht, The Netherlands: Kluwer, 1993, pp. 275-292.
18. M. Kristensson and B. Ottersten, "A statistical approach to subspace based blind identification," IEEE Trans. Signal Processing, vol. 46, pp. 1612-1623,June 1998.
19. K. Abed-Meraïm, E. Moulines, and P. Loubaton, "Prediction error methods for second-order blind identification," IEEE Trans. Signal Processing, vol. 45, pp. 694-705, Mar. 1997.
20. L. Tong, G. Xu, and T. Kailath, "Fast blind equalization via antenna arrays," in Proc. ICASSP, vol. 4, 1993, pp. 272-275.
21. P. E. Caines, Linear Stochastic Systems, New York: Wiley, 1988.
22. A. Gorokhov, "Blind separation of convolutive mixtures: second-order methods," École Nat. Supérieure Télécommun., Paris, France, 1997.
23. G. D. Forney, Jr., "Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference," IEEE Trans. Inform. Theory, vol. IT-18, pp. 363-378, May 1972.
24. A. Gorokhov and P. Loubaton, "Blind identification of MIMO-FIR systems: A generalized linear prediction approach," Signal Process., vol. 73, pp. 105-124, 1999.
25. R. H. Clarice, "A statistical theory of mobile radio reception," Bell Syst. Tech. J., vol. 47, pp. 987-1000, 1968.
26. J. G. Proakis, Digital Communications. New York, NY: McGraw-Hill, 1989.
27. T. Kailath, Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.