Forward prediction-based approach to target-tracking with Out-of-Sequence Measurements

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2008, Pages 1326-1333

  Rhéaume, François ^a   Benaskeur, Abder Rezak ^a  

^a DEFENCE RESEARCH AND DEVELOPMENT CANADA VALCARTIER   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CLUTTER (INFORMATION THEORY); DIGITAL STORAGE; FORECASTING;

DATA STORAGE; DE CORRELATIONS; FORWARD PREDICTION; OUT OF SEQUENCE MEASUREMENTS; OUT OF SEQUENCES; PROCESSING CENTER; RETRODICTION;

TARGET TRACKING;

EID: 62949139078     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2008.4738848     Document Type: Conference Paper

References (21)

1. Y. Bar-Shalom, "Update with out-of-sequence measurements in tracking: Exact solution," IEEE Transactions on Aerospace and Electronic Systems, vol. AES-38, no. 3, pp. 769-778, 2002.
2. Y. Bar-Shalom, H. Chen, and M. Mallick, "One-step solution for the multistep out-of-sequence measurement problem in tracking," IEEE Transactions on Aerospace and Electronic Systems, vol. AES-40, no. 1, pp. 27-37, 2004.
3. Y. Bar-Shalom and X. R. Li, Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.
4. Y. Bar-Shalom, X. R. Li, and T. Kirubarajan, Estimation with Applications to Tracking and Navigation, Wiley, Ed. New York: Wiley, 2001.
5. Y. Bar-Shalom, M. Mallick, H. Chen, and R. Washburn, "One-step solution for the general out-of-sequence measurement problem in tracking." in Proceedings of the 2002 IEEE Aerospace Conference, Big Sky, MT, March 2002.
6. S. S. Blackman and R. Popoli, Design and Analysis of Modern Tracking Systems. Artech House, 1999.
7. R. Bucy and P. Joseph, Filtering for Stochastic Processes, with Applications to Guidance, N. York:, Ed. Wiley, 1968.
8. S. Challa, R. J. Evans, and X. Wang, "Track-to-track fusion using out-of-sequence tracks," in Proceedings of the Fifth International Conference on Information Fusion, Annapolis, Maryland, jul 2002.
9. -, "A bayesian solution to oosm problem and its approximations, " Information Fusion, vol. 4, no. 3, Sept. 2003.
10. S. Challa, R. J. Evans, X. Wang, and J. Legg, "A fixed lag smoothing framework for oosm problems," Communications in Information and Systems, vol. 2, no. 4, pp. 327-350, 2002.
11. C. Chee-Yee, S. Mori, and K. Chang, "Information fusion in distributed sensor networks," in American Control Conference, 1985, pp. 830-835.
12. J. M. Covino and B. J. Griffiths, "A new estimation method for multisensor data fusion," in Proceedings of SPIE Conference on Sensor and Sensor Systems for Guidance and Navigation, vol. 1478, 1991, pp. 114-125.
13. O. Drummond, "Track fusion with feedback," in Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, vol. 2759, 1996, pp. 342-360.
14. R. D. Hilton, D. A. Martin, and W. D. Blair, "Tracking with timedelayed data in multisensor systems," Dahlgren, VA, Tech. Rep. NSWCDD/TR-93/351, aug 1993.
15. M. Mallick, S. Coraluppi, and C. Carthel, "Advances in asynchronous and decentralized estimation," in Proceedings of 2001 IEEE Aerospace Conference, mar 2001.
16. M. Mallick, K. Zhang, and X. Li, "Comparative analysis of multiplelag out-of-sequence measurement filtering algorithms," in Proc. Signal and Data Processing of Small Targets, San Diego, CA, August 4-7 2003.
17. S. Maskell, R. Everitt, R. Wright, and M. Briers, "Multi-target outof-sequence data association," in Proceedings of 7th International Conference on Information Fusion, 2004.
18. E. W. Nettleton and H. Durrant-Whyte, "Delayed and asequent data in decentralized sensing networks," in Proceedings of SPIE Conference, vol. 4571, oct 2001.
19. S. C. A. Thomopoulos and L. Zhang, "Decentralized filtering with random sampling and delay." Inf. Sci., vol. 81, no. 1-2, pp. 117-137, 1994.
20. E. Waltz and J. Llinas, Multisensor data fusion. Artech House. Inc, 1990.
21. K. S. Zhang, X. R. Li, and Y. M. Zhu, "Optimal update with out-ofsequence observations for distributed filtering," in Proceedings of the Fifth International Conference on Information Fusion, jul 2002.