Analysis of signals under compositional noise with applications to SONAR data

IEEE Journal of Oceanic Engineering

Volumn 39, Issue 2, 2014, Pages 318-330

  Tucker, J Derek ^a,b   Wu, Wei ^b   Srivastava, Anuj ^b  

^a NAVAL SURFACE WARFARE CENTER   (United States)

^b FLORIDA STATE UNIVERSITY   (United States)

Author keywords

Compositional noise; Functional data analysis; Random warping; Signal registration; SONAR; Spectral signal classification

Indexed keywords

SONAR;

COMPOSITIONAL NOISE; FUNCTIONAL DATA ANALYSIS; OBJECTIVE FUNCTIONS; RANDOM WARPING; ROBUST CLASSIFICATION; SIGNAL CLASSIFICATION; SPECTRAL SIGNAL; TRADITIONAL TECHNIQUES;

ACOUSTIC NOISE;

EID: 84899477840     PISSN: 03649059     EISSN: None     Source Type: Journal    
DOI: 10.1109/JOE.2013.2254213     Document Type: Article

References (24)

1. G. J. Dobeck, "Image normalization using the serpentine forward- backward filter: Application to high-resolution sonar imagery and its impact on mine detection and classification," Proc. SPIE-Int. Soc. Opt. Eng., vol. 5734, pp. 90-110, Apr. 2005.
2. T. Aridgides and M. Fernandez, "Image-based ATR utilizing adaptive clutter filter detection, LLRT classification, and volterra fusion with application to side-looking sonar," Proc. SPIE-Int. Soc. Opt. Eng., vol. 7664, pp. 1R-11R, Mar. 2010.
3. N. Klausner, M. R. Azimi-Sadjadi, and J. D. Tucker, "Multi-sonar target detection using multi-channel coherence analysis," in Proc. MTS/IEEE OCEANS Conf., Sep. 2010, DOI: 10.1109/OCEANS.2010. 5663881.
4. J. D. Tucker and M. R. Azimi-Sadjadi, "Coherence-based underwater target detection from multiple sonar platforms," IEEE J. Ocean. Eng., vol. 36, no. 1, pp. 37-51, Jan. 2011.
5. J. D. Tucker, J. T. Cobb, and M. R. Azimi-Sadjadi, "Generalized likelihood ratio test for finite mixture model of K-distributed random variables," in Proc. IEEE Digital Signal Process. Workshop/IEEE Signal Process. Educ. Workshop, Jan. 2011, pp. 443-448.
6. G. J. Dobeck, "Fusing sonar images for mine detection and classification," Proc. SPIE-Int. Soc. Opt. Eng., vol. 3710, pp. 602-614, Apr. 1999.
7. T. Aridgides, P. Libera, M. Fernandez, and G. J. Dobeck, "Adaptive filter/feature orthogonalization processing string for optimal LLRT mine classification in side-scan sonar imagery," Proc. SPIE-Int. Soc. Opt. Eng., vol. 2765, pp. 110-121, Apr. 1996.
8. N. Intrator, N. Neretti, and Q. Huynh, "Sonar object discrimination via spectral density analysis," in Proc. MTS/IEEE OCEANS Conf., Nov. 2004, vol. 2, pp. 740-742. (Pubitemid 40738673)
9. D.Miklovic and M. Bird, "Quantitative acoustic color displays for classification with broadband sonars," in Proc.MTS/IEEE OCEANS Conf., Sep. 1998, vol. 1, pp. 592-597.
10. J. O. Ramsay and B. W. Silverman, Functional Data Analysis. New York, NY, USA: Springer-Verlag, 2005, ch. 8.
11. S.Kurtek, A. Srivastava, andW. Wu, "Signal estimation under random time-warpings and nonlinear signal alignment," in Proc. Adv. Neural Inf. Process. Syst., Grenada, Spain, 2011, pp. 676-683.
12. A. Srivastava, W. Wu, S. Kurtek, E. Klassen, and J. S. Marron, "Registration of functional data using Fisher-Rao metric," 2011 [Online]. Available: arXiv:1103.3817v2 [math.ST]
13. D. P. Bertsekas, Dynamic Programming and Optimal Control. Belmont, MA, USA: Athena Scientific, 1995, ch. 1.
14. A. Willsky, "Fourier series and estimation on the circle with applications to synchronous communication-Part I: Analysis," IEEE Trans. Inf. Theory, vol. IT-20, no. 5, pp. 577-583, Sep. 1974.
15. M. Tsang, J. H. Shapiro, and S. Lloyd, "Quantum theory of optical temporal phase and instantaneous frequency," Phys. Rev. A, vol. 78, no. 5, Nov. 2008, 053820.
16. H. Silverman and D. Morgan, "The application of dynamic programming to connected speech recognition," IEEE Acoust. Speech Signal Process. Mag., vol. 7, no. 3, pp. 6-25, Jul. 1990. (Pubitemid 20724374)
17. H. V. Trees, Detection, Estimation, and Modulation Theory. New York, NY, USA: Wiley, 1971, vol. I, ch. 5.
18. J. D. Tucker and A. Srivastava, "Statistical analysis and classification of acoustic color functions," Proc. SPIE-Int. Soc. Opt. Eng., vol. 8017, pp. O1-Q10, Apr. 2011.
19. A. Srivastava, E. Klassen, S. Joshi, and I. Jermyn, "Shape analysis of elastic curves in Euclidean spaces," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 7, pp. 1415-1428, Jul. 2011.
20. S. Kargl, K.Williams, T.Marston, J. Kennedy, and J. Lopes, "Acoustic response of unexploded ordnance (UXO) and cylindrical targets) and cylindrical targets," in Proc. MTS/IEEE OCEANS Conf., 2010, DOI: 10.1109/OCEANS.2010. 5664392.
21. M. Soumekh, Synthetic Aperture Radar Signal Processing. New York, NY, USA: Wiley, 1999, ch. 6.
22. A. Khwaja, L. Ferro-Famil, and E. Pottier, "SAR raw data simulation using high precision focusing methods," in Proc. Eur. Radar Conf., 2005, pp. 33-36.
23. R. Bolle, J. Connell, S. Pankanti, N. Ratha, and A. Senior, "The relation between the ROC curve and the CMC," in Proc. 4th IEEE Workshop Autom. Identif. Adv. Technol., Oct. 2005, pp. 15-20. (Pubitemid 44733943)
24. S. Kurtek, E. Klassen, Z. Ding, S. Jacobson, J. Jacobson, M. Avison, and A. Srivastava, "Parameterization-invariant shape comparisons of anatomical surfaces," IEEE Trans. Med. Imaging, vol. 30, no. 3, pp. 849-858, Mar. 2011.