Maximum Likelihood Localization of Multiple Sources by Alternating Projection

IEEE Transactions on Acoustics, Speech, and Signal Processing

Volumn 36, Issue 10, 1988, Pages 1553-1560

  Ziskind, Ilan ^a   Wax, Mati ^a  

^a RAFAEL   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL TECHNIQUES -- CONVERGENCE OF NUMERICAL METHODS; RADAR; SONAR;

ALTERNATING PROJECTION; MAXIMUM LIKELIHOOD ESTIMATOR; MULTIPATH PROPAGATION PROBLEMS; MULTIPLE SOURCES LOCALIZATION; PASSIVE SENSOR ARRAYS;

SIGNAL PROCESSING;

EID: 0024089986     PISSN: 00963518     EISSN: None     Source Type: Journal    
DOI: 10.1109/29.7543     Document Type: Article

References (20)

1. G. Bienvenu and L. Kopp “Adaptivity to background noise spatial coherence for high resolution passive methods” in Proc. ICASSP80, 1980, pp. 307–310.
2. J. Boheme, “Estimating the source parameters by maximum likelihood and nonlinear regression,” in Proc. 1CASSP84, 1984, pp. 7.3.1-7.3.4.
3. J. Capon, “High-resolution frequency-wavenumber spectrum analysis,” Proc. IEEE, vol. 57, pp. 1408–1418, 1969.
4. J. E. Evans, J. R. Johnson, and D. F. Sun, “Application of advanced signal processing techniques to angle of arrival estimation in ATC navigation and surveillance systems,” Rep. 582 Lincoln Lab., M.I.T., Cambridge, MA, 1982.
5. [5] S. Haykin, “Radar array processing for angle of arrival estimation,” in Array Signal Processing, S. Haykin, Ed. Englewood Cliffs, NJ: Prentice-Hall, 1984, pp. 194–292.
6. D. H. Johnson, “The application of spectral estimation methods to bearing estimation problems,” Proc. IEEE, vol. 70, pp. 1018–1028, 1982.
7. S. Kirkpatric, C. D. Gellat, and M. Vecchi, “Optimization by simulated annealing,” Science, vol. 220, no. 5598, pp. 671–680, 1983.
8. R. Kumaresan and D. W. Tufts, “Estimating the angles of arrival of multiple plane waves,” IEEE Trans. Aerosp. Electron. Syst., vol. AES-19, pp. 134–139, 1983.
9. 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.
10. N. L. Owsley, “Sonar array processing,” in Array Signal Processing, S. Haykin, Ed. Englewood Cliffs, NJ: Prentice-Hall, 1984, pp. 115–193.
11. S. S. Reddi, “Multiple source location— A digital approach,” IEEE Trans. Aerosp. Electron. Syst., vol. AES-15, pp. 95–105, 1979.
12. T.J. Shan, M. Wax, and T. Kailath, “On spatial smoothing for direction-of-arrival estimation of coherent sources,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-33, pp. 806–811, 1985.
13. R. O. Schmidt, “Multiple emitter location and signal parameter estimation,” IEEE Trans. Antennas Propagat., vol. AP-34, pp. 276–280, 1986.
14. F. C. Schweppe, “Sensor array data processing for multiple signal sources,” IEEE Trans. Inform. Theory, vol. IT, 14, pp. 294–305, 1968.
15. G. Strang, Linear Algebra and Its Applications. New York: Academic, 1980.
16. M. Wax, “Detection and estimation of superimposed signals,” Ph.D. dissertation, Stanford Univ., Stanford, CA, 1985.
17. M. Wax and T. Kailath, “Detection of signals by information theoretic criteria,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-32, pp. 387–392, 1985.
18. [18] M. Wax and I. Ziskind, “Detection of coherent and noncoherent signals by the MDL principle,” submitted to IEEE Trans. Acoust., Speech, Signal Processing.
19. “On unique localization of multiple sources in passive sensor arrays,” submitted to IEEE Trans. Acoust., Speech, Signal Processing.
20. I. Ziskind and M. Wax, “Maximum likelihood localization of diversed polarized sources by simulated annealing,” submitted to IEEE Trans. Antennas Propagat.