A Sequential Estimation Approach for Performance Improvement of Eigenstructure-Based Methods in Array Processing

IEEE Transactions on Signal Processing

Volumn 41, Issue 1, 1993, Pages 457-

  Oh, Seong Keun ^a   Un, Chong Kwan ^b  

^a SAMSUNG Electronics   (South Korea)

^b Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ARRAY PROCESSING; EIGENSTRUCTURE-BASED TECHNIQUES; ITERATIVE ALGORITHMS; MUSIC ALGORITHMS; SEQUENTIAL ESTIMATION;

ALGORITHMS; COMPUTER SIMULATION; ESTIMATION; ITERATIVE METHODS; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO; VECTORS;

SENSORS;

EID: 0027149331     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/TSP.1993.193178     Document Type: Article

References (23)

1. R. O. Schmidt, “Multiple emitter location and signal parameter estimation,” in Proc. RADC Spectral Estimation Workshop (Rome, NY), 1979, pp. 234–258.
2. G. Bienvenu and L. Kopp, “Adaptivity to background noise spatial coherence for high resolution passive methods,” in Proc. IEEE ICASSP 80 (Denver, CO), 1980, pp. 307-310.
3. D. H. Johnson and S. R. Degraaf, “Improving the resolution of bearing in passive sonar arrays by eigenvalue analysis,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 638-647, Aug. 1982.
4. S. S. Reddi, “Multiple source location—a digital approach,” IEEE Trans. Aerosp. Electron. Syst., vol. AES-15, pp. 95–105, Jan. 1979.
5. R. Kumaresan and D. W. Tufts, “Estimating the angles of arrival of multiple plane waves,” IEEE Trans. Aerosp. Electron. Syst., vol. AES-19, no. 1, pp. 134-139, Jan. 1983.
6. J. A. Cadzow, “Spectral estimation: An overdetermined rational model equation approach,” Proc. IEEE, vol. 70, no. 9, pp. 907–939, Sept. 1982.
7. V. F. Pisarenko, “The retrieval of harmonics from covariance functions,” Geophys. J. Roy. Astron. Soc., vol. 33, pp. 347–366, 1973.
8. W. S. Ligget, “Passive sonar: Fitting models to multiple time series,” in NATO ASI on Signal Processing, J. W. R. Griffiths et al., Eds. New York: Academic, 1973, pp. 327–345.
9. M. Wax, “Detection and estimation of superimposed signals,” Ph.D. dissertation, Stanford Univ., Stanford, CA, 1985.
10. R. Roy, “ESPRIT—Estimation of signal parameters via rotational invariance techniques,” Ph.D. dissertation, Stanford Univ., Stanford, CA, 1987.
11. D. C. Rife and R. R. Boorstyn, “Multiple tone parameter estimation from discrete-time observations,” Bell Syst. Tech. J., vol. 55, pp. 1389–1410, Nov. 1976.
12. P. Stoica and A. Nehorai, “MUSIC, maximum likelihood, and Cramer-Rao bound,” IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, no. 5, pp. 720–741, May 1989.
13. I. Ziskind and M. Wax, “Maximum likelihood localization of multiple sources by alternating projection,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-36, no. 10, pp. 1553–1560, Oct. 1988.
14. M. Feder and E. Weistein, “Parameter estimation of superimposed signals using the EM algorithm,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-36, no. 4, pp. 477–489, Apr. 1988.
15. A. J. Weiss, A. S. Willsky, and B. C. Levy, “Maximum likelihood array processing for the estimation of superimposed signals,” Proc. IEEE, vol. 76, no. 2, pp. 203-205, Feb. 1988.
16. A. J. Barabell, “Improving the resolution performance of eigenstructure-based direction finding algorithms,” in Proc. IEEE ICASSP 83 (Boston, MA) 1983, pp. 336-339.
17. B. D. Rao, “Lowering the threshold SNR of singular value decomposition based methods,” in Proc. IEEE ICASSP 88 (New York, NY), 1988, pp. 2472–2475.
18. M. Kaveh and A. J. Barabell, “The statistical performance of the MUSIC and the minimum-norm algorithms in resolving plane waves in noise,” IEEE Trans. Acoust., Speech, Signal Pocessing, vol. ASSP-34, no. 2, pp. 331–341, Apr. 1986.
19. S. K. Oh and C. K. Un,”An improved MUSIC algorithm for high resolution array processing,” Electron. Lett., vol. 25, no. 25, pp. 1523–1524, Oct. 1989.
20. J. Capon,”High resolution frequency-wavenumber spectrum analysis,” Proc. IEEE, vol. 57, pp. 1408–1418, 1969.
21. S. K. Oh and C. K. Un, “A computationally efficient maximum likelihood algorithm for localizing multiple sources,” Electron. Lett., vol. 25, no. 22, pp. 1540–1541, Oct. 1989.
22. G. H. Golub and C. F. Van Loan, Matrix Computations. Baltimore, MD: Johns Hopkins University Press, 1983.
23. H. W. Sorenson, Parameter Estimation: Principles and Problems. New York: Marcel Dekker, 1980.