Track-before-detect of multiple slowly moving targets

IEEE National Radar Conference - Proceedings

Volumn , Issue , 2007, Pages 238-243

  Deming, Ross ^a   Schindler, John ^a   Perlovsky, Leonid ^a  

^a AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLUTTER (INFORMATION THEORY); COMBINATORIAL OPTIMIZATION; COMPUTATIONAL COMPLEXITY; DATA ACQUISITION; RADAR SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL RECEIVERS;

AZIMUTHAL RESOLUTION; DATA ASSOCIATION; SIGNATURE MAPPINGS;

TARGET TRACKING;

EID: 34548860653     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RADAR.2007.374220     Document Type: Conference Paper

References (14)

1. D. Reid, "An algorithm for tracking multiple targets", IEEE trans. Automat. Contr., Vol. AC-24, pp. 843-854, 1979.
2. T. Fortmann, Y. Bar-Shalom, and M. Scheffe, "Sonar tracking of multiple targets using joint probabilistic data association", IEEE J. Oceanic Eng., Vol. OE-8, pp. 173-183, 1983.
3. Perlovsky, L.I., "Conundrum of Combinatorial Complexity", IEEE Trans. PAMI, 20(6) pp. 666-670.
4. Perlovsky, L.I., "Cramer-Rao bound for tracking in clutter and tracking multiple objects", Pattern Recognition Letters, vol.18, no.3, pp.283-88, 1997.
5. L.I.Perlovsky, Neural Networks and Intellect, Oxford Univ. Press, New York, NY, 2001.
6. Perlovsky, L.I., Schoendorf, W.H., Garvin, L.C., Chang, W., and Monti, J., "Development of concurrent classification and tracking", J. Underwater Acoustics, vol.47, no.1, pp.202-10, 1997.
7. Deming R. and Perlovsky L., "Sensor Fusion for Swarms of Unmanned Aerial Vehicles using Fuzzy Dynamic Logic", Information Fusion (in press).
8. Deming, R.W. and Perlovsky, L.I. (2006). "Concurrent detection and tracking for GMTI," Adaptive Signal Array Processing (ASAP'06), MIT/LL, Lincoln, MA.
9. Deming, R.W. and Perlovsky, L.I. (2006). "Concurrent Detection and Tracking using Multiple, Flying, Sensors", Fourth IEEE Workshop on Sensor Array and Multi-channel Processing (SAM 2006) ,12-14 July, 2006, Waltham, MA.
10. Deming, R.W. and Perlovsky, L.I. (2006). GMTI Tracking Improvement by 20dB, 52nd Annual Meeting of the MSS Tri-Service Radar Symposium, 19-23 June, 2006, Lincoln Laboratory, Lexington, MA.
11. Jen Jao, Jason Franz, et al, papers on the Redstone experiment, Tri-Service Radar Symposium, 2003-2005.
12. G. W. Stimson, Introduction to Airborn Radar, Scitech Publishing, Inc., Mendham, NJ, 1998, chap. 13.
13. G. J. McLachlan and T. Krishnan, The EM Algorithm and Extensions, Wiley, New York, NY, 1997.
14. T. M. Cover and J. A. Thomas, Elements of Information Theory, 2nd Ed., Wiley, NJ, 2006.