Source enumeration using the bootstrap for very few samples

European Signal Processing Conference

Volumn , Issue , 2011, Pages 976-979

  Lu, Zhihua ^a   Zoubir, Abdelhak M ^a   Roemer, Florian ^b   Haardt, Martin ^b  

^a DARMSTADT UNIVERSITY OF TECHNOLOGY   (Germany)

^b ILMENAU UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BREAK DOWN; EIGENVALUES; HYPOTHESIS TESTING; PERFORMANCE GAIN; PERFORMANCE LOSS; SMALL SAMPLE SIZE;

SIGNAL PROCESSING; STATISTICAL TESTS;

EIGENVALUES AND EIGENFUNCTIONS;

EID: 84863730704     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. M. Wax and T. Kailath, "Detection of signals by information theoretic criteria," IEEE Trans. Acoust., Speech, Signal Process., vol. 33, no. 2, pp. 387-392, Apr. 1985.
2. D.B. Williams and D.H. Johnson, "Using the sphericity test for source detection with narrow-band passive arrays," IEEE Trans. Acoust., Speech, Signal Process., vol. 38, no. 9, pp. 2008-2014, Nov. 1990.
3. R.F. Brcich, A.M. Zoubir and P. Pelin, "Detection of sources using bootstrap techniques," IEEE Trans. Signal Process., vol. 50, no. 2, pp..206-215, Feb. 2002.
4. A. Quinlan, J.P. Barbot, P. Larzabal and M. Haardt, "Model order selection for short data: An exponential fitting test," EURASIP J. Adv. Signal Process., vol. 2007, Article ID 71953.
5. R. Nadakuditi and A. Edelman, "Sample eigenvalues based detection of high-dimensional signals in white noise using relatively few samples," IEEE Trans. Signal Process., vol. 56, no. 7, pp. 2625-2638, Jul. 2008.
6. S. Kritchman and Boaz Nadler, "Non-parametric detection of the number of signals: hypotheses testing and random matrix theory," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3930-3941, Oct. 2009.
7. R. Couillet, J. W. Silverstein, Z. Bai and M. Debbah, "Eigen-Inference for Energy Estimation of Multiple Sources," IEEE Trans. Inf. Theory, vol. 57, no. 4, pp. 2420-2439, 2011.
8. V.A. Marcěnko and L.A. Pastur, "Distribution of eigenvalues in certain sets of random matrices," Mat. Sb. (N.S.), vol. 72, no. 114, pp. 507-536, 1967.
9. J. P. C. L. da Costa, M. Haardt, F. Rmer, and G. Del Galdo, "Enhanced model order estimation using higher-order arrays," in Proc. 41-st Asilomar Conf. on Signals, Systems, and Computers, pp. 412-416, Nov. 2007, invited paper.
10. A.M. Zoubir and D.R. Iskander, Bootstrap Techniques for Signal Processing, Cambridge Univ. Press, 2004.
11. Y. Hochberg and A. Tamhane, Multiple Comparison Procedures, New York: Wiley, 1987.
12. D. Lawley, "Tests of significance for the latent roots of covariance and correlation matrices," Biometrika, vol. 43, pp. 128-136, 1956.
13. T.W. Anderson, "Asymptotic theory for principal component analysis," Ann. J. Math. Stat., vol. 34, pp. 122-148, 1963.
14. B. Efron and R. Tibshirani, An Introduction to the Bootstrap, Chapman & Hall, 1993.