Kalman Filter Versus IMM Estimator: When Do We Need the Latter?

IEEE Transactions on Aerospace and Electronic Systems

Volumn 39, Issue 4, 2003, Pages 1452-1457

  Kirubarajan, T ^a   Bar Shalom, Y ^b  

^a MCMASTER UNIVERSITY   (Canada)

^b UNIVERSITY OF CONNECTICUT   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INTERACTING MULTIPLE MODELS (IMM); TARGET MOTION UNCERTAINTY;

BANDWIDTH; ERROR ANALYSIS; MANEUVERABILITY; MOTION CONTROL; PROBABILITY; RADAR TARGET RECOGNITION; TRACKING (POSITION);

KALMAN FILTERING;

EID: 1642339642     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2003.1261143     Document Type: Article

References (14)

1. Bar-Shalom, Y. (Ed.) (1990) Multitarget-Multisensor Tracking: Advanced Applications, Vol. I. Dedham, MA: Artech House, 1990. Reprinted by YBS Publishing, 1998.
2. Bar-Shalom, Y. (Ed.) (1992) Multitarget-Multisensor Tracking: Applications and Advances, Vol. II. Dedham, MA: Artech House, 1992. Reprinted by YBS Publishing, 1998.
3. Bar-Shalom, Y., and Blair, W. D. (Eds.) (2000) Multitarget-Multisensor Tracking: Applications and Advances, Vol. III. Dedham, MA: Artech House, 2000.
4. Bar-Shalom, Y., Li, X. R., and Kirubarajan, T. (2001) Estimation with Applications to Tracking and Navigation: Algorithms and Software for Information Extraction. New York, NY: Wiley, 2001.
5. Bar-Shalom, Y., and Li, X. R. (1995) Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.
6. Blair, W. D., Watson, G. A., Kirubarajan, T., and Bar-Shalom, Y. (1998) Benchmark for radar resource allocation and tracking in the presence of ECM. IEEE Transactions on Aerospace and Electronic Systems, 34, 3 (Oct. 1998), 1015-1022.
7. Blom, H. A. P. (1984) A sophisticated tracking algorithm for ATC surveillance data. In Proceedings of the International Radar Conference, Paris, May 1984.
8. Blom, H. A. P., and Bar-Shalom, Y. (1988) The interacting multiple model algorithm for systems with Markovian switching coefficients. IEEE Transactions on Automatic Control, 33 (Aug. 1988), 780-783.
9. Chen, H., Kirubarajan, T., and Bar-Shalom, Y. (2000) Decentralized vs. centralized tracking for air-to-air scenarios. In Proceedings of the SPIE Conference on Signal and Data Processing of Small Targets, Orlando, FL, Apr. 2000.
10. Kirubarajan, T., Bar-Shalom, Y., Blair, W. D., and Watson, G. A. (1998) IMMPDA solution to benchmark for radar resource allocation and tracking in the presence of ECM. IEEE Transactions on Aerospace and Electronic Systems, 34, 3 (Oct. 1998), 1023-1036.
11. Li, X. R. (1996) Hybrid estimation techniques. In C. T. Leondes (Ed.), Control and Dynamic Systems, Vol. 76, San Diego, CA: Academic Press, 1996.
12. Mazor, E., Averbuch, A., Bar-Shalom, Y., and Dayan, J. (1998) Interacting multiple model methods in target tracking: A survey. IEEE Transactions on Aerospace and Electronic Systems, 34 (Jan. 1998), 103-123.
13. Wang, H., Kirubarajan, T., and Bar-Shalom, Y. (1999) Large scale air traffic surveillance using IMM estimators with assignment. IEEE Transactions on Aerospace and Electronic Systems, 35, 1 (Jan. 1999), 255-266.
14. Yeddanapudi, M., Bar-Shalom, Y., and Pattipati, K. R. (1997) IMM estimation for multitarget-multisensor air traffic surveillance. IEEE Proceedings, 85, 1 (Jan. 1997), 80-94.