Linearly constrained minimum variance source localization and spectral estimation

IEEE Transactions on Audio, Speech and Language Processing

Volumn 16, Issue 8, 2008, Pages 1490-1502

  Affes, Sofiène ^a   Dmochowski, Jacek ^a   Benesty, Jacob ^a  

^a INRS EMT   (Canada)

Author keywords

Linearly constrained minimum variance (LCMV); Microphone arrays; Minimum variance distortionless response (MVDR); Source localization; Spectral estimation

Indexed keywords

TIME DOMAIN ANALYSIS;

LINEARLY CONSTRAINED MINIMUM VARIANCE; MICROPHONE ARRAYS; MINIMUM VARIANCE DISTORTIONLESS RESPONSE; SOURCE LOCALIZATION; SPECTRAL ESTIMATION;

SPECTRUM ANALYSIS;

EID: 70350437395     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2008.2005029     Document Type: Article

References (23)

1. S. M. Kay, Modern Spectral Estimation: Theory and Application. Upper Saddle River, NJ: Prentice-Hall, 1999.
2. A. Schuster, "On the investigation of hidden periodicities with application to a supposed 26 day period of meteorological phenomena, " Terrestrial Magnetism and Atmospheric Electricity, vol. 3, pp. 13-41, 1898.
3. J. Capon, "High resolution frequency-wavenumber spectrum analysis, " Proc. IEEE, vol. 57, no. 8, pp. 1408-1418, Aug. 1969.
4. J. Benesty, J. Chen, and Y. Huang, "A generalized MVDR spectrum, " IEEE Signal Process. Lett., vol. 12, no. 12, pp. 827-830, Dec. 2005.
5. J. Makhoul, "Linear prediction: A tutorial overview, " Proc. IEEE, vol. 63, no. 4, pp. 561-580, Apr. 1975.
6. J. P. Burg, "Maximum entropy spectral analysis, " Ph.D. dissertation, Dept. Geophys., Stanford Univ., Stanford, CA, 1967.
7. D. H. Johnson and D. E. Dudgeon, Array Signal Processing: Concepts and Techniques. Upper Saddle River, NJ: Prentice-Hall, 1993.
8. H. Krim and M. Viberg, "Two Dec.ades of array signal processing research: The parametric approach, " IEEE Signal Process. Mag., vol. 13, no. 4, pp. 67-94, Jul. 1996.
9. J. Dibiase, H. F. Silverman, and M. S. Brandstein, M. S. Brandstein and D. B. Ward, Eds., "Robust localization in reverberant rooms, " in Microphone Arrays: Signal Processing Techniques and Applications. Berlin, Germany: Springer-Verlag, 2001, pp. 157-180.
10. P. Stoica and J. Li, "Source localization from range-difference measurements, " IEEE Signal Process. Mag., pp. 63-6-69, Nov. 2006.
11. Y. Huang, J. Benesty, and J. Chen, J. Benesty, M. M. Sondhi, and Y. Huang, Eds., "Time delay estimation and source localization, " in Springer Handbook of Speech Processing. Berlin, Germany: Springer-Verlag, 2007.
12. C. H. Knapp and G. C. Carter, "The generalized correlation method for estimation of time delay, " IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-24, no. 4, pp. 320-327, Aug. 1976.
13. J. Chen, J. Benesty, and Y. Huang, "Time delay estimation in room acoustic environments: An overview, " EURASIP J. Appl. Signal Process., vol. 2006, p. 19, 2006, article ID 26503.
14. J. Dmochowski, J. Benesty, and S. Affes, "Direction of arrival estimation using the parameterized spatial correlation matrix, " IEEE Trans. Audio, Speech, Lang. Process., vol. 15, no. 4, pp. 1327-1339, May 2007.
15. M. Omologo and P. G. Svaizer, "Use of the cross-power-spectrum phase in acoustic event localization, " ITC-IRST Tech. Rep. 9303-13, Mar. 1993.
16. J. Krolik and D. Swingler, "Multiple broad-band source location using steered covariance matrices, " IEEE Trans. Acoust., Speech, Signal Process., vol. 37, no. 10, pp. 1481-1494, Oct. 1989.
17. O. L. Frost III, "An algorithm for linearly constrained adaptive array processing, " Proc. IEEE, vol. 60, no. 8, pp. 926-935, Aug. 1972.
18. S. L. Marple Jr., Digital Spectral Analysis With Applications. Englewood Cliffs, NJ: Prentice-Hall, 1987.
19. N. D. Gaubitch, P. A. Naylor, and D. B. Ward, "Statistical analysis of the autoregressive modeling of reverberant speech, " J. Acoust. Soc. Amer., vol. 120, pp. 4031-4039, Dec. 2006.
20. B. R. Breed and J. Strauss, "A short proof of the equivalence of LCMV and GSC beamforming, " IEEE Signal Process. Lett., vol. 9, no. 6, pp. 168-169, Jun. 2002.
21. A. N. Tikhonov, "On the stability of inverse problems, " Dokl. Akad. Nauk SSSR, vol. 39, pp. 195-198, 1943.
22. J. B. Allen and D. A. Berkley, "Image method for efficiently simulating small-room acoustics, " J. Acoust. Soc. Amer., vol. 65, pp. 943-950, Apr. 1979.
23. M. R. Schroeder, "New method for measuring reverberation time, " J. Acoust. Soc. Amer., vol. 37, pp. 409-412, 1965.