ML-PDA track validation thresholds

IEEE Aerospace Conference Proceedings

Volumn 2006, Issue , 2006, Pages

  Blanding, Wayne R ^a   Willett, Peter K ^a   Bar Shalom, Yaakov ^a  

^a UNIVERSITY OF CONNECTICUT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LOG LIKELIHOOD RATIO (LLR); MAXIMUM LIKELIHOOD PROBABILISTIC DATA ASSOCIATION (ML-PDA) ALGORITHM; VERY LOW OBSERVABLE (VLO);

COMPUTER SIMULATION; GAUSSIAN DISTRIBUTION; MAXIMUM LIKELIHOOD; PARAMETER ESTIMATION; PROBABILITY; TARGET TRACKING;

ALGORITHMS;

EID: 34047111837     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Barniv, Y., "Dynamic programming solution for detecting dim moving targets," IEEE Trans. Aerosp. Electron. Syst., vol. 21, pp. 144-155, Jan. 1985.
2. Bar-Shalom, Y. and Li, X.-R., Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.
3. Blanding, W. R., Willett, P. K., Bar-Shalom, Y., and Lynch, R. S., "Covert sonar tracking," in Proc. IEEE Aerospace Conference, Big Sky, MT, Apr. 2005.
4. Chummun, M. R., Bar-Shalom, Y., and Kirubarajan, T., "Adaptive early-detection ML-PDA estimator for LO targets withEO sensors," IEEE Trans. Aerosp. Electron. Syst., vol. 38, pp. 694-707, Apr. 2002.
5. David, H. A., Order Statistics. New York: John Wiley & Sons, 1970.
6. Fisher, R. A. and Tippett, L. H. C., "Limiting forms of the frequency distribution of the largest or smallest member of a sample," Proc. Cambridge Philosophical Soc., vol. 24, pp. 180-190, 1928.
7. Fortmann, T. E., Bar-Shalom, Y., Scheffe, M., and Gelfand, S., "Detection thresholds for tracking in clutter-a connection between estimation and signal processing," IEEE Trans. Automat. Contr., vol. 30, pp. 221-229, Mar. 1985.
8. Gandhi, P. and Kassam, S., "Analysis of CFAR processors in nonhomogeneous background," IEEE Trans. Aerosp. Electron. Syst., vol. 24, pp. 427-445, July 1988.
9. Goddard, R. P., "Sonar simulation toolset, release 4.1: Science, mathematics,and algorithms," Applied Physics Laboratory, University of Washington, Tech. Rep., Mar. 2005.
10. Gumbel, E. J., Statistics of Extremes. New York: Columbia University Press, 1958.
11. Jauffret C. and Bar-Shalom, Y., "Track formation with bearing and frequency measurements in clutter," IEEE Trans. Aerosp. Electron. Syst., vol. 26, pp. 999-1010, Nov. 1990.
12. Johnston, L. A. and Krishnamurthy, V., "Performance analysis of a dynamic programming track before detect algorithm," IEEE Trans. Aerosp. Electron. Syst., vol. 38, pp. 228-242, Jan. 2002.
13. Kirubarajan, T. and Bar-Shalom, Y., "Low observable target motion analysis using amplitude information," IEEE Trans. Aerosp. Electron. Syst., vol. 32, pp. 1367-1384, Oct. 1996.
14. Lehmann, E. L. and Romano, J. P., Testing Statistical Hypotheses, 3rd ed. New York: Springer-Verlag, 2005.
15. Stone, L. D., Barlow, C. A., and Corwin, T. L., Bayesian Multiple Target Tracking. Boston: Artech House, 1999.
16. Tonissen, S. and Evans, R., "Performance of dynamic programming techniques for track-before-detect," IEEE Trans. Aerosp. Electron. Syst., vol. 32, pp. 1440-1450, Oct. 1996.