Tracking of multiple maneuvering targets using multiscan JPDA and IMM filtering

IEEE Transactions on Aerospace and Electronic Systems

Volumn 43, Issue 1, 2007, Pages 23-35

  Puranik, Sumedh P ^a   Tugnait, Jitendra K ^b  

^a ARCON CORPORATION   (United States)

^b AUBURN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTERACTING MULTIPLE MODEL; JOINT PROBABILISTIC DATA ASSOCIATION; SUBOPTIMAL FILTERING ALGORITHM;

ALGORITHMS; COMPUTER SIMULATION; DATA PROCESSING; MATHEMATICAL MODELS; RADAR CLUTTER;

TARGET TRACKING;

EID: 34248673765     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2007.357152     Document Type: Article

References (12)

1. Bar-Shalom, Y., and Fortmann, T. E. Tracking and Data Association. New York: Academic Press, 1988.
2. Bar-Shalom, Y., and Li, X. R. Estimation and Tracking: Principles, Techniques and Software. Norwood, MA: Artech House, 1993.
3. Bar-Shalom, Y., and Li, X. R. Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.
4. Blom, H. A. P., and Bar-Shalom, Y. The interacting multiple model algorithm for systems with Markovian switching coefficients. IEEE Transactions on Automatic Control, 33 (Aug. 1988), 780-783.
5. Chen, B., and Tugnait, J. K. Tracking of multiple maneuvering targets in clutter using IMM/JPDA filtering and fixed-lag smoothing. Automatica 37 (Feb. 2001), 239-249.
6. Roecker, J. A. Multiple scan joint probabilistic data association. IEEE Transactions on Aerospace and Electronic Systems, 31 (July 1995), 1204-1210.
7. Poore, A. B., Rijavec, N., and Barker, T. N. Data association for track initiation and extension using multiscan windows. In Proceedings of SPIE Signal and Data Processing of Small Targets 1992, vol. 1698, Orlando, FL, Apr. 1992, 432-441.
8. Drummond, O. E. Multiple target tracking with multiple frame, probabilistic data association. In Proceedings of SPIE Signal and Data Processing of Small Targets 1993, vol. 1954, Orlando, FL, Apr. 1993, 394-409.
9. Blackman, S., and Popoli, R. Design and Analysis of Modern Tracking Systems. Norwood, MA: Artech House, 1999.
10. Tugnait, J. K. Tracking of multiple maneuvering targets in clutter using multiple sensors, IMM and JPDA coupled filtering. IEEE Transactions on Aerospace and Electronic Systems, 40 (Jan. 2004), 320-330.
11. Houles, A., and Bar-Shalom, Y. Multisensor tracking of a maneuvering target in clutter. IEEE Transactions on Aerospace and Electronic Systems, 25 (Mar. 1989), 176-188.
12. Musicki, D., and Evans, R. Joint integrated probabilistic data association: JIPDA. IEEE Transactions on Aerospace and Electronic Systems, 40 (July 2004), 1093-1099.