DocumentCode :
3221752
Title :
Tracking multiple maneuvering targets from possibly unresolved, missing or false measurements
Author :
Blom, Henk A P ; Bloem, Edwin A.
Author_Institution :
Nat. Aerosp. Lab. NLR, Armsterdam, Netherlands
Volume :
1
fYear :
2005
fDate :
25-28 July 2005
Abstract :
In Daum (1992) it has been very well explained that sensor resolution modeling is crucial for the tracking of closely spaced targets. For non-maneuvering targets appropriate models and tracking approaches have been developed by Chang & Bar-Shalom (1984) and by Koch & Van Keuk (1997). This paper combines their sensor resolution submodels with a descriptor system approach towards tracking two suddenly maneuvering closely spaced targets from measurements that may be false, missing or unresolved. Using this descriptor system formalism, exact Bayesian and approximate filter equations are derived.
Keywords :
Bayes methods; sensor fusion; signal resolution; target tracking; tracking filters; Bayesian filter equation; approximate filter equation; descriptor system formalism; false measurement; multiple maneuvering target tracking; sensor resolution submodel; Bayesian methods; Density measurement; Equations; Filtering; Nonlinear filters; Particle filters; Sensor phenomena and characterization; Sensor systems; Shape measurement; Target tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion, 2005 8th International Conference on
Print_ISBN :
0-7803-9286-8
Type :
conf
DOI :
10.1109/ICIF.2005.1591872
Filename :
1591872
Link To Document :
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