Cluster analysis and robust use of full-field models for sonar beamforming

Journal of the Acoustical Society of America

Volumn 120, Issue 5, 2006, Pages 2635-2647

  Tracey, Brian ^a,b   Lee, Nigel ^a   Turaga, Srinivas ^a,c  

^a MIT LINCOLN LABORATORY   (United States)

^b NeuroMetrix Inc   (United States)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; MATHEMATICAL MODELS; ROBUSTNESS (CONTROL SYSTEMS); UNDERWATER ACOUSTICS;

CLUSTER ANALYSIS; MATCHED FIELD PROCESSING; SINGLE-PATH REPLICAS;

MULTIPATH PROPAGATION;

WATER;

ACOUSTICS; ALGORITHM; ARTICLE; CLUSTER ANALYSIS; ECHOLOCATION; NOISE; PRIORITY JOURNAL; SIGNAL TRANSDUCTION;

EID: 33750332430     PISSN: 00014966     EISSN: None     Source Type: Journal    
DOI: 10.1121/1.2346128     Document Type: Article

References (25)

1. D. Manolakis, V. Ingle, and S. Kogon, Statistical and Adaptive Signal Processing (McGraw-Hill, New York, 2000).
2. B. Tracey, " Statistical description of matched field processing ambiguity surfaces., " J. Acoust. Soc. Am. 118 (3), 1372-1380 (2005).
3. A. Baggeroer, W. Kuperman, and P. Mikhalevsky, " An overview of matched field methods of ocean acoustics., " IEEE J. Ocean. Eng. 18 (4), 401-424 (1993).
4. M. Siderius, M. Snellen, D. Simons, and R. Onken, " An environmental assessment in the Strait of Sicily: Measurement and analysis techniques for determining bottom and oceanographic properties., " IEEE J. Ocean. Eng. 25 (3), 364-386 (2000).
5. D. Knobles, R. Koch, L. Thompson, K. Focke, and P. Eisman, " Broadband sound propagation in shallow water and geoacoustic inversion., " J. Acoust. Soc. Am. 113 (1), 205-222 (2003).
6. M. Collins and W. Kuperman, " Focalization: Environmental focusing and source localization., " J. Acoust. Soc. Am. 90 (3), 1410-1422 (1991).
7. J. Krolik, " Matched-field minimum variance beamforming in a random ocean channel., " J. Acoust. Soc. Am. 92 (3), 1408-1419 (1992).
8. J. Tabrikian, J. Krolik, and H. Messer, " Robust maximum-likelihood source localization in an uncertain shallow-water waveguide., " J. Acoust. Soc. Am. 101 (1), 241-249 (1997).
9. H. Schmidt, A. Baggeroer, W. Kuperman, and E. Scheer, " Environmentally tolerant beamforming for high resolution matched field processing: Deterministic mismatch., " J. Acoust. Soc. Am. 88 (4), 1851-1862 (1990).
10. P. Daly, " Stochastic matched field processing for localization and nulling of acoustic sources., " Ph.D. thesis, Massachusetts Institute of Technology, 2000.
11. N. Lee and C. Richmond, " Threshold region performance prediction for adaptive matched field processing localization., " Proceedings, 12th Annual Adaptive Sensor Array Processing Workshop (MIT Lincoln Laboratory, Lexington, MA, 2004) (www.ll.mit.edu/asap).
12. B. S. Everitt, Cluster Analysis (Wiley, New York, 1993).
13. B. Tracey, N. Lee, and S. Turaga, " Statistical clustering applied to adaptive matched field processing., " Proceedings, 12th Annual Adaptive Sensor Array Processing Workshop (MIT Lincoln Laboratory, Lexington, MA, 2004) (www.ll.mit.edu/asap).
14. D. Rabideau, " Clutter and jammer multipath cancellation in airborne adaptive radar., " IEEE Trans. Aerosp. Electron. Syst. 36 (2), 565-583 (2000).
15. T. C. Yang and T. Yates, " Matched-beam processing: Application to a horizontal line array in shallow water., " J. Acoust. Soc. Am. 104 (3), 1316-1330 (1998).
16. F. Jensen, W. Kuperman, and M. Porter, and H. Schmidt, Computational Ocean Acoustics (American Institute of Physics, New York, 1993).
17. H. Cox, " Resolving power and sensitivity to mismatch of optimum processors., " J. Acoust. Soc. Am. 54 (3), 771-785 (1973).
18. L. Zurk, N. Lee, and J. Ward, " Source motion mitigation for adaptive matched field processing., " J. Acoust. Soc. Am. 113 (5), 2719-2731 (2003).
19. H. Cox and R. Pitre, " Robust DMR and multi-rate adaptive beamforming., " Proceedings of 31st Asilomar Conference (1997), pp. 920-924.
20. H. Cox, " Robust adaptive beamforming., " IEEE Trans. Acoust., Speech, Signal Process. 35 (1), 1365-1376 (1987).
21. N. Lee and N. Pulsone, " Performance of sample-covariance-based adaptive sonar detectors., " Proceedings of 34th Asilomar Conference (2000), pp. 668-672.
22. H. Cox and D. Pace, " A fast normalizer., " Proceedings of 30th Asilomar Conference (1996), pp. 459-463.
23. W. Struzinski, " ORing loss data for square law detectors followed by an ORing device and an accumulator., " J. Acoust. Soc. Am. 105 (4), 2170-2180 (1999).
24. G. Bottomley, " The effects of cross-correlated noise and multi-channel signal on ORing loss., " Proceedings, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2 (1987), pp. 26.6.1-26.6.4.
25. T. F. Gonzalez, " Clustering to minimize the maximum inter-cluster distance., " Theor. Comput. Sci. 38, 293-306 (1985).