Particle filter track-before-detect application using inequality constraints

IEEE Transactions on Aerospace and Electronic Systems

Volumn 41, Issue 4, 2005, Pages 1481-1487

  Boers, Yvo ^a   Driessen, Hans ^a  

^a THALES NEDERLAND B V   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; MISSILES; MONTE CARLO METHODS; RADAR TARGET RECOGNITION;

HARD INEQUALITY CONSTRAINT; NONLINEAR NON-GAUSSIAN TRACKING; PARTICLE FILTER MULTI-TARGET TRACK BEFORE DETECT (TBD); TRACKING METHODS;

TRACKING RADAR;

EID: 29844444725     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Boers, Y., and Driessen, J. N. A particle filter multi target TBD application: Some special aspects. In Proceedings of FUSION 2004, Stockholm, Sweden, June 2004.
2. Blackman, S., and Popoli, R. Design and Analysis of Modern Tracking Systems. Norwood, MA: Artech House, 1999.
3. Bar-Shalom, Y., and Li, X. R. Estimation and Tracking Principles, Techniques and Software. Norwood, MA: Artech House, 1993.
4. Salmond, D. J., and Birch, H. A particle filter for track-before-detect. In Proceedings of the American Control Conference, Arlington, VA, June 25-27, 2001.
5. Boers, Y., and Driessen, J. N. Particle filter based detection for tracking. In Proceedings of the American Control Conference, Arlington, VA, June 25-27, 2001.
6. Boers, Y., and Driessen, J. N. A particle filter multi target track before detect application. IEE Proceedings - Radar, Sonar and Navigation, 151, 6 (2004).
7. Karlsson, R. Simulation based methods for target tracking. Licencate thesis 930, University of Linköping, Sweden, 2002.
8. Arulampalam, S., Gordon, N., Orton, M., and Ristic, B. A variable structure multiple model particle filter for GMTI tracking. In Procedeedings of FUSION 2002, Annapolis, MD, July 2002.
9. Mallick, M. Ground target tracking. Organized the session at FUSION 2003, Cairns, Australia, July 2003.
10. Challa, S., and Bergman, N. Target tracking incorporating flight envelope information. In Proceedings of FUSION 2000, Paris, France, July 2000.
11. Alouani, A. T., and Blair, W. D. Use of Kinematic constraint in tracking constant speed, manuevering targets. IEEE Transactions on Automatic Control, 38, 7 (1993), 1107-1111.
12. Simon, D., and Chia, T. L. Kalman filtering with state equality constraints. IEEE Transactions on Aerospace and Electronic Systems, 38, 1 (2002), 128-136.
13. Ristic, B., Arulampalam, S., and Gordon, N. Beyond the Kalman Filter - Particle Filters for Tracking Applications. Boston, MA: Artech House, 2004.
14. Rutten, M. G., Gordon, N. J., and Maskell, S. Efficient particle-based track-before-detect in rayleigh noise. In Proceedings of FUSION 2004, Stockholm, Sweden, June 2004.
15. Driessen, J. N., and Boers, Y. An efficient particle filter for nonlinear jump Markov systems. In Proceedings of the IEE Seminar on Target Tracking: Algorithms and Applications, The University of Sussex, Brighton, UK, Mar. 23-24, 2004. Extended version accepted for publication in the special issue on target tracking of IEE Proceedings - Radar, Sonar and Navigation.