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
Link To Document :
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