Marked multitarget intensity filters

13th Conference on Information Fusion, Fusion 2010

Volumn , Issue , 2010, Pages

  Streit, Roy L ^a  

^a Metron   (United States)

Author keywords

Expectation maximization; Gaussian sum filter; Heterogeneous target models; Intensity filter; Marked process; Marking theorem; Microtargets; PHD filter; Poisson point process

Indexed keywords

INFORMATION FUSION; SOFTWARE ENGINEERING;

EXPECTATION - MAXIMIZATIONS; GAUSSIAN SUM FILTER; INTENSITY FILTER; MARKING THEOREM; MICROTARGETS; PHD FILTERS; POISSON POINT PROCESS; TARGET MODEL;

MAXIMUM PRINCIPLE;

EID: 79952387539     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icif.2010.5711924     Document Type: Conference Paper

References (8)

1. G. J. McLachlan and T. Krishnan, The EM Algorithm and Extensions, John Wiley and Sons, New York, 1997.
2. J. F. C. Kingman, Poisson Processes, Clarendon Press, Oxford, 1993.
3. Donald L. Snyder, Random Point Processes, JohnWiley & Sons, New York, 1975.
4. Donald L. Snyder, Random Point Processes in Time and Space, Springer-Verlag, New York, Second Edition, 1991.
5. Y. Bar-Shalom and X.-R. Li, Multitarget-Multisensor Tracking: Principles and Techniques, 3rd printing, YBS Press, Storrs, CT, 1995.
6. R. L. Streit and L. D. Stone, "Bayes Derivation of Multitarget Intensity Filters," Proceedings of the International Conference on Information Fusion, Cologne, Germany, 30 June - 3 July 2008.
7. R. L. Streit, "Multisensor Multitarget Intensity Filters," Proceedings of the International Conference on Information Fusion, Cologne, Germany, 30 June - 3 July 2008.
8. R. L. Streit, Poisson Point Processes: Imaging, Tracking, and Sensing, Springer, to be published October 2010.