Particle filtering and data association using attribute data

2009 12th International Conference on Information Fusion, FUSION 2009

Volumn , Issue , 2009, Pages 9-16

  Ekman, Mats ^a  

^a SAAB AB   (Sweden)

Author keywords

Attribute data; Classification; Data association; Particle filtering

Indexed keywords

ATTRIBUTE DATA; BAYESIAN; CLASSIFICATION; DATA ASSOCIATION; MULTI-TARGET TRACKING; MULTITARGET; PARTICLE FILTER; PARTICLE FILTERING; POSTERIOR PROBABILITY; SIMPLE METHOD; SIMULATION STUDIES; TIME VARYING;

ACOUSTIC SIGNAL PROCESSING; INFORMATION FUSION; MEASUREMENT THEORY; NONLINEAR FILTERING; SIMULATORS; TARGET TRACKING; TARGETS;

CLASSIFICATION (OF INFORMATION);

EID: 70449387273     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. D. Schulz, W. Burgard, D. Fox, and A.B. Cremers. "Tracking multiple moving targets with a mobile robot using particle filters and statistical data association." IEEE Int. Conf. on Robotics and Automation 2001, Proc. Vol. 2, pp. 1665-1670.
2. C. Hue, J.-P. Le Cadre, and P. Pérez. "Tracking multiple objects with particle filtering." IEEE Trans. on Aerospace and Electronic Systems, Vol. 38, No. 3, 2002.
3. 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.
4. Y. Boers and J.N. Driessen. "The Mixed Labelling Problem in Multi Target Particle Filtering." FUSION 07, Proc. Conf. Quebec, 2007.
5. M. Ekman, E. Sviestins, L. Sjöberg, Y. Boers, J.N. Driessen. "Particle Filters for Tracking Closely Spaced Targets." FUSION07, Proc. Conf., Quebec, 2007.
6. S. Blackman and R. Popoli. Design and Analysis of Modern Tracking Systems. Artech, Norwood, MA, 1999.
7. Y. Bar Shalom and T. E. Fortman, Tracking and Data Association. Boston, MA: Academic Press, 1988.
8. N. Gordon, S. Maskell, and T. Kirubarajan. "Efficient particle filters for joint tracking and classification " SPIE: Signal Data Process Small Targets, Proc. Vol. 4728, pp. 439-449, 2002.
9. Y. Boers and H. Driessen. "Hybrid state estimation: a target tracking application" Automatica, Vol.
10. T. Vercauteren, D. Guo, and X. Wang. "Joint multiple target tracking and classification in collaborative sensor networks." IEEE Journal on selected areas in communications, Vol. 23, No. 4, pp. 714-723, 2005.
11. M. Ekman. "Particle filters and data association for multi-target tracking." FUSION2008, Proc. Conf., Cologne, 2008.