DocumentCode
451012
Title
The modified Riccati equation in target tracking: some recent results
Author
Boers, Yvo ; Driessen, Hans ; Zwaga, Jitse
Author_Institution
THALES Nederland B.V., Hengelo, Netherlands
Volume
1
fYear
2005
fDate
25-28 July 2005
Abstract
Some recent results on the modified Riccati equation are studied in this paper. This modified Riccati equation has already been associated with tracking a target under measurement uncertainty. We consider the special case of tracking a target without clutter, but with a probability of detection of less than one. This special case has received quite some attention recently, especially in relationship with Cramer Rao bounds, or equivalently expected performance. Furthermore, in some other recent works, new theoretical results on the modified Riccati equation have been derived. We will compare these results and point out their importance for performance assessment and prediction in a target tracking context.
Keywords
Riccati equations; probability; target tracking; tracking filters; Cramer Rao bound; modified Riccati equation; probability of detection; target tracking; Clutter; Communication system control; Control systems; Cramer-Rao bounds; Measurement uncertainty; Radar detection; Radar tracking; Riccati equations; Target tracking; Upper bound; Cramer Rao lower bound; Kalman filter; Riccati equation; Target tracking; performance prediction; sensor failure;
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.2005.1591878
Filename
1591878
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