Multichannel blind signal separation and reconstruction

IEEE Transactions on Speech and Audio Processing

Volumn 5, Issue 6, 1997, Pages 515-528

  Shamsunder, Sanyogita ^a  

^a Engineering Research Center and Hydraulics Laboratory   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER SIMULATION; DIGITAL FILTERS; MATHEMATICAL MODELS; SENSOR DATA FUSION;

MULTICHANNEL BLIND DECONVOLUTION;

SIGNAL FILTERING AND PREDICTION;

EID: 0031271132     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/89.641297     Document Type: Article

References (22)

1. D. R. Brillinger, Time Series: Data Analysis and Theory. San Francisco, CA: Holden Day, 1981.
2. D. R. Brillinger and M. Rosenblatt, "Computation and interpretation of kth-order spectra," Spectral Analysis of Time-Series, B. Harris, Ed. New York: Wiley, 1967, pp. 189-232.
3. V. Capdevielle, C. Serviere, and J. L. Lacoume, "Separation of wideband sources," in Proc. IEEE Workshop Higher-Order Statistics, Barcelona, Spain, June 1995, pp. 66-70.
4. J.-F. Cardoso, "Source separation using higher-order moments," in Proc. ICASSP, Glasgow, U.K., 1989, vol. 4, pp. 2109-2112.
5. J.-F. Cardoso and A. Souloumiac, "Blind beamforming for non-Gaussian signals," in Proc. Inst. Electr. Eng. Ser. F, vol. 140, pp. 362-370, Dec. 1993.
6. P. Comon, "Separation of stochastic processes," in Proc. Workshop Higher-Order Spectral Analysis, Vail, CO, July 1989, pp. 174-179.
7. P. Comon, "MA estimation using fourth-order cumulants," Signal Process., vol. 26, pp. 381-388, Mar. 1992.
8. Independent component analysis: A new concept?" Signal Process., vol. 36, pp. 287-314, Apr. 1994.
9. A. V. Dandawate and G. B. Giannakis, "Nonparametric polyspectral estimators for kth-order (almost) cyclostationary processes," IEEE Trans. Inform. Theory, vol. 40, pp. 67-84, Jan. 1994.
10. A. V. Dandawate and G. B. Giannakis, "Asymptotic theory of mixed time averages and kth-order cyclic- moment and cumulant statistics," IEEE Trans. Inform. Theory, vol. 41, pp. 216-232, Jan. 1995.
11. G. B. Giannakis, Y. Inouye, and J. M. Mendel, "Cumulant-based parameter estimation of multichannel moving-average processes," IEEE Trans. Automat. Contr., pp. 783-787, July 1989.
12. M. Najar, M. Lagunas, and I. Bonet, "Blind wideband source separation," in Proc. ICASSP, Apr. 1994, vol. IV, pp. 65-68.
13. B. Porat, Digital Processing of Random Signals. Englewood Cliffs, NJ: Prentice-Hall, 1993.
14. M. Rangoussi and G. B. Giannakis, "FIR modeling using log-bispectra: Weighted least-squares algorithms and performance analysis," IEEE Trans. Circuits Syst., pp. 281-296, 1991.
15. S. Shamsunder and G. B. Giannakis, "Wideband source modeling and localization: A HOS based approach," in Proc. 25th Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, CA, Nov. 1991, pp. 383-387.
16. Modeling of non-Gaussian array data using cumulants: DOA estimation of more sources with less sensors," Signal Process., vol. 30, pp. 279-298, Feb. 1993.
17. A. Swami, G. B. Giannakis, and S. Shamsunder, "Multichannel ARMA processes," IEEE Trans. Signal Processing, vol. 42, pp. 898-913, Apr. 1994.
18. L. Tong, R. Liu, V. C. Soon, and Y.-F. Huang, "Indeterminacy and identifiability of blind identification," IEEE Trans. Circuits Syst., pp. 499-509, May 1991.
19. L. Tong, Y. Inouye, and R. Liu, "Waveform preserving blind estimation of multiple independent sources," IEEE Trans. Signal Processing, vol. 41, pp. 2461-2470, July 1993.
20. E. Weinstein, M. Feder, and A. V. Oppenheim, "Multi-channel signal separation by decorrelation," IEEE Trans. Speech Audio Processing, vol. 1, pp. 405-413, Oct. 1993.
21. B. Widrow et al., "Adaptive noise canceling: Principles and application," in Proc. IEEE, pp. 1692-1716, 1975.
22. D. Yellin and E. Weinstein, "Criteria for multi-channel signal separation," IEEE Trans. Signal Processing, vol. 42, pp. 2158-2168, Aug. 1994.