DocumentCode
1983105
Title
A method for constructing the observer trajectory in bearings-only tracking of targets with a Markovian model
Author
Ghassemi, Farhad ; Krishnamurthy, Vikram
Author_Institution
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
fYear
2005
fDate
27 June-3 July 2005
Abstract
We propose a method for constructing the observer trajectory in bearings-only tracking. This method is applicable to any target with a Markovian model but in particular, we study it for nearly-constant velocity targets. The proposed method is built upon a family of optimal trajectories obtained for the localization of stationary targets. These trajectories can be parameterized by a parameter known as range-to-baseline ratio. For moving targets, at each moment, the range-to-baseline ratio is computed and the appropriate trajectory is pursued based on this ratio and current estimates of the target bearing and course. We study the behavior of this method by simulation.
Keywords
Markov processes; nonlinear filters; observers; target tracking; Markovian model; bearings-only tracking; observer trajectory; target tracking; Computational modeling; Geometry; Kinematics; Nonlinear filters; Observability; Position measurement; Radar tracking; Target tracking; Trajectory; Velocity measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Acquisition, 2005 IEEE International Conference on
Print_ISBN
0-7803-9303-1
Type
conf
DOI
10.1109/ICIA.2005.1635043
Filename
1635043
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