Single-hydrophone model-based passive sonar source depth classification

IEEE Journal of Oceanic Engineering

Volumn 36, Issue 4, 2011, Pages 696-702

  Jemmott, Colin W ^a   Culver, R Lee ^b  

^a Applied Operations Research   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Acoustic signal processing; classification algorithms; fading; underwater acoustics

Indexed keywords

CLASSIFICATION ALGORITHMS; DEPTH CLASSIFICATION; FADING; LOW FREQUENCY; NARROW BANDS; PASSIVE SONAR; SHALLOW WATERS; SONAR SIGNALS; TONAL SIGNAL;

ACOUSTIC SIGNAL PROCESSING; HYDROPHONES; SONAR; UNDERWATER ACOUSTICS;

PROBABILITY DENSITY FUNCTION;

EID: 80054907934     PISSN: 03649059     EISSN: None     Source Type: Journal    
DOI: 10.1109/JOE.2011.2162375     Document Type: Article

References (20)

1. A. B. Baggeroer, W. A. Kuperman, and P. N. Mikhalevsky, "An overview of matched field methods in ocean acoustics," IEEE J. Ocean. Eng., vol. 18, no. 4, pp. 401-424, Oct. 1993.
2. V. E. Premus, J. Ward, and C. D. Richmond, "Mode filtering approaches to acoustic source depth discrimination," in Proc. Conf. 38th Asilomar Conf. Signals Syst. Comput., Nov. 2004, vol. 2, pp. 1415-1420. (Pubitemid 40930375)
3. S. L. Tantum and L. Nolte, "Tracking and localizing a moving source in an uncertain shallow water environment," J. Acoust. Soc. Amer., vol. 103, no. 1, pp. 362-373, Jan. 1998. (Pubitemid 28042410)
4. D. Tollefsen and S. E. Dosso, "Three-dimensional source tracking in an uncertain environment," J. Acoust. Soc. Amer., vol. 125, no. 5, pp. 2909-2917, 2009.
5. D. Tollefsen and S. E. Dosso, "Three-dimensional source tracking in an uncertain environment via Bayesian marginalization," JASA Exp. Lett., vol. 128, no. 3, pp. EL111-EL116, Sep. 2010.
6. S. M. Jesus, M. B. Porter, Y. Stephan, X. Demoulin, O. C. Rodriguez, and E. M. M. F. Coelho, "Single hydrophone source localization," IEEE J. Ocean. Eng., vol. 25, no. 3, pp. 337-346, Jul. 2000.
7. C. W. Jemmott, R. L. Culver, and N. Bose, "Passive sonar target localization using a histogram filter with model derived priors," in Proc. Conf. 42nd Asilomar Conf. Signals Syst. Comput., Oct. 2008, pp. 283-287.
8. C. W. Jemmott, "Model-based recursive Bayesian state estimation for single hydrophone passive sonar localization," Ph.D. dissertation, Grad. Program Acoust., The Pennsylvania State University, State College, PA, 2010.
9. S. E. Dosso and M. J. Wilmut, "Comparison of focalization and marginalization for Bayesian tracking in an uncertain ocean environment," J. Acoust. Soc. Amer., vol. 125, no. 2, pp. 717-722, Feb. 2009.
10. R. A. Wagstaff, "The Wagstaff's integration silencing processor filter: A method for exploiting fluctuations to achieve improved sonar signal processing performance," J. Acoust. Soc. Amer., vol. 100, no. 5, pp. 2915-2924, Nov. 1998. (Pubitemid 28514038)
11. J. G. Proakis, Digital Communications, 4th ed. New York: McGraw-Hill, 2001, ch. 14.
12. L. Sha and L. W. Nolte, "Effects of environmental uncertainties on sonar detection performance prediction," J. Acoust. Soc. Amer., vol. 117, no. 4, pp. 1942-1953, Apr. 2005. (Pubitemid 40570456)
13. R. J. Urick, Principles of Underwater Sound, 3rd ed. Newport Beach, CA: Peninsula, 1983, pp. 100-111.
14. A. Papoulis and S. U. Pillai, Probability, Random Variables and Stochastic Processes, 4th ed. New York: McGraw-Hill, 2002, ch. 5.
15. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley, 2001, p. 62.
16. F. B. Jensen, W. A. Kuperman, M. B. Porter, and H. Schmidt, Computational Ocean Acoustics, 2nd ed. New York: Springer-Verlag, 2011, p. 359.
17. J. A. Ballard and R. L. Culver, "The estimated signal parameter detector: Incorporating signal parameter statistics into the signal processor," IEEE J. Ocean. Eng., vol. 34, no. 2, pp. 128-139, Apr. 2009.
18. Swellex-96 [Online]. Available: http://www.mpl.ucsd.edu/swellex96/index. htm
19. W. C. Knight, R. G. Pridham, and S. M. Kay, "Digital signal processing for sonar," Proc. IEEE, vol. 69, no. 11, pp. 1451-1506, Nov. 1981.
20. M. D. Collins, "A split-step Padé solution for parabolic equation method," J. Acoust. Soc. Amer., vol. 93, no. 4, pp. 1736-1742, Apr. 1995.