DocumentCode
901919
Title
Radar Optimal Times Detection Allocation in Multitarget Environment
Author
De Vilmorin, Marie Godin ; Duflos, Emmanuel ; Vanheeghe, Philippe
Author_Institution
Lab. de Genie Inf. et d´´Au- tomatique de l´´Artois (LGIA), Arras
Volume
3
Issue
2
fYear
2009
fDate
6/1/2009 12:00:00 AM
Firstpage
210
Lastpage
220
Abstract
This paper deals with the problem of the management of electronically steered antenna (ESA) in multitarget environments. Radars are used to detect, locate and identify targets. In this paper we focus on the detection of several aerial targets in a fixed given time. The difficulty of such detection lies in the fact that targets may be located anywhere in the space, but radars can only observe a limited part of it at a time. As a result, it is necessary to change their axis position over time. This paper describes the main steps to derive an optimal radar management in this context: the modeling of the radar, the determination of a criterion based on the target detection probability and the temporal optimization process leading to sensor management strategy. An optimization solution is presented for several contexts and several hypotheses about prior knowledge concerning the targets´ locations. First, we propose a method for the optimization of the radar detection probability in a single target environment. It consists in the decomposition of the detection step into an optimal number of independent elementary detections. Then, in a multitarget context with deterministic prior knowledge, we present an optimal time allocation method which is based on the results of non linear programming. finally, in a multitarget context with probabilistic prior knowledge, results in search theory are used to determine an optimal temporal allocation.
Keywords
nonlinear programming; object detection; probability; radar antennas; radar detection; sensor fusion; electronically steered antenna; multitarget environment; non linear programming; optimal times detection allocation; radar detection probability; sensor management strategy; target detection probability; temporal optimization process; Detection; optimal temporal allocation; radar management; sensor management;
fLanguage
English
Journal_Title
Systems Journal, IEEE
Publisher
ieee
ISSN
1932-8184
Type
jour
DOI
10.1109/JSYST.2009.2017393
Filename
4956963
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