Bias phenomenon and compensation for PDA/JPDA algorithms

Mathematical and Computer Modelling

Volumn 27, Issue 12, 1998, Pages 1-16

  Ding, Z ^a   Hong, L ^a  

^a Wright State University   (United States)

Author keywords

Bias compensation; Bias phenomenon; Data association; Polynomial regression; Target tracking

Indexed keywords

EID: 0032104086     PISSN: 08957177     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0895-7177(98)00070-3     Document Type: Article

References (16)

1. 1. Y. Bar-Shalom and T.E. Fortmann, Tracking and Data Association, Academic Press, (1988).
2. 2. S.S. Blackman, Multitarget Tracking with Radar Application, Artech House, Norwood, MA, (1986).
3. 3. L. Hong, Two level JPDA-NN and NN-JPDA tracking algorithms, In Proceedings of American Control Conference, Baltimore, MD, June 1994, Volume 1 of 3, pp. 1507-1061.
4. 4. R.J. Fitzgerald, Development of practical PDA logic for multitarget tracking by microprocessor, In Proceedings of the American Control Conference, Seattle, WA, 1986 pp. 889-898.
5. 5. R.J. Fitzgerald, Track biases and coalescence with probabilistic data association, IEEE Trans. on Aerospace and Electronics System 21 (6), 822-825 (1985).
6. 6. Y. Bar-Shalom and E. Tse, Tracking in a clutter environment with probabilistic data association, Automatica 11 (9), 451-460 (1975).
7. th IEEE International Conference on Decision and Control, New Orleans, LA, December 1995, pp. 2752-2757.
8. th IEEE International Conference on Decision and Control, New Orleans, LA, December 1995, pp. 2009-2012.
9. 9. S. Cong and L. Hong, On the bias phenomenon in multiple target tracking algorithms, Submitted to Proceedings of IEE, Pt. F, RSN.
10. 10. D. Lerro and Y. Bar-Shalom, Bias compensation for improved recursive bearing only target state estimation, In Proceedings of American Control Conference, Seattle, WA, June 1995 pp. 648-652.
11. 11. T.E. Fortman, Y. Bar-Shalom and M. Sheffe, Sonar tracking of multiple targets using joint probabilistic data association, IEEE Journal of Oceanic Research 8 (7), 173-184 (1983).
12. 12. H. Tanizaki, Nonlinear Filters: Estimation and Applications, Second edition, Springer-Verlag, (1993).
13. 13. O.E. Drummond, Multiple target tracking with multiple frame, probabilistic data association, In Proceedings of the SPIE Signal and Data Processing of Small Targets, Orlando, FL, April 1993, Volume 1954 pp. 394-409.
14. 14. J.L. Fisher and D.P. Casasent, Fast JPDA multitarget tracking algorithm, Applied Optics 28, 371-376 (1989).
15. 15. L. Hong, C. Wang and Z. Ding, Multiresolutional decomposition and modeling with an application to joint probabilistic data association, Mathl. Comput. Modeling 25 (12), 19-32 (1997).
16. 16. J. A. Roecker, Multiple scan joint probabilistic data association, IEEE Transactions on Aerospace and Electronic Systems 31 (3), 1204-1210 (1995).