The mixed labeling problem in multi target particle filtering

FUSION 2007 - 2007 10th International Conference on Information Fusion

Volumn , Issue , 2007, Pages

  Boers, Yvo ^a   Driessen, Hans ^a  

^a THALES NEDERLAND B V   (Netherlands)

Author keywords

Markov processes; Multi target tracking; Particle filters

Indexed keywords

AIR FILTERS; DATA FUSION; FUSION REACTIONS; INFORMATION FUSION; LABELING; MARKOV PROCESSES; NONLINEAR FILTERING; NUCLEAR PHYSICS; SENSOR DATA FUSION; TARGETS; WAVE FILTERS;

INTERNATIONAL CONFERENCES; MARKOV CHAINS; MULTI TARGET PARTICLE FILTER; MULTI TARGET TRACKING; MULTI-TARGET; PARTICLE FILTERING; PARTICLE FILTERS; RE-SAMPLING;

SIGNAL FILTERING AND PREDICTION;

EID: 50149109645     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2007.4408005     Document Type: Conference Paper

References (11)

1. B. Ristic, S. Arulampalam and N. Gordon. Beyond the Kalman filter - particle filters for tracking applications. Artech House, Boston, 2004.
2. C. Kreucher, K. Kastella and A.O. Hero. Multi Target Tracking using the Joint Multi Target Probability Density. IEEE Transactions on Aerospace and Electronic Systems. 2005.
3. T. Vercauteren, D. Guo and X. Wang. Joint Multi Target Tracking and Classification in Collaborative Sensor Networks. IEEE Journal on selected areas in communications, vol. 23, no. 4, 2005.
4. M.R. Morelande, C. Kreucher and K. Kastella. A Bayesian approach to multiple target tracking. Submitted to IEEE Transactions on Signal Processing, 2006.
5. J. Vermaak, S.J. Godsill and Patrick Perez. Monte Carlo Filtering for Multi Target Tracking and Data Association. IEEE Transactions on Aerospace and Electronic Systems. 2005.
6. H.M. Taylor and S. Karlin. An Introduction to Stochastic Modeling. 3rd Edition. Academic Press, London, UK, 1998.
7. H. A. P. Blom and E. A. Bloem. Joint particle filtering of multiple maneuvering targets from unassociated measurements. Journal of Advances in Information Fusion. Vol. 1, No. 1, 2006.
8. Y. Boers and J.N. Driessen. A Particle Filter Multi Target Track Before Detect Application. IEE Proceedings - Radar, Sonar and Navigation, vol. 151, no. 6, 2004
9. J.N. Driessen and Y. Boers. Numerically Effective Multiple Model Particle Filter Algorithms. IEE Proceedings - Radar, Sonar and Navigation, vol. 152, no. 5, 2005.
10. S. Blackman and R. Popoli. Design and Analysis of Modern Tracking Systems. Artech, Norwood, MA, 1999.
11. M. Ekman, Y. Boers, J.N. Driessen, E. Svistiens and L. Sjoberg. Particle Filters for Tracking Closely Spaced Targets. Submitted to Fusion 2007.