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
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