DocumentCode :
1617835
Title :
A simple approach to observer path design for bearings-only tracking
Author :
Quach, T. ; Farooq, M.
Author_Institution :
Dept. of Electr. & Comput. Eng., R. Mil. Coll. of Canada, Kingston, Ont., Canada
fYear :
1992
Firstpage :
1147
Abstract :
The problem of designing an optimal observer path for bearings-only target motion analysis is of continuing research interest due to the nonlinear nature of the tracking problem. The objective of the study is to show via simulation that the cumulative information content index (CICI), which is the sum of the determinants of the Fisher information matrices over time, can be an effective index in determining the best observer heading strategy for the observer path. By using the CICI as the performance index for optimization, the current study has revealed that for a tracking filter in Cartesian coordinates, the performance of the filter depends not only on the angle of turn of the observer maneuver but also on the range rate between the observer and the target
Keywords :
filtering and prediction theory; matrix algebra; optimisation; tracking; Cartesian coordinates; Fisher information matrices; bearings-only tracking; cumulative information content index; observer heading strategy; observer path design; optimization; performance index; simulation; target motion analysis; tracking filter; Covariance matrix; Educational institutions; Equations; Filters; Military computing; Motion analysis; Nonlinear dynamical systems; Observers; Target tracking; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1992., Proceedings of the 35th Midwest Symposium on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-0510-8
Type :
conf
DOI :
10.1109/MWSCAS.1992.271167
Filename :
271167
Link To Document :
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