DocumentCode :
1164489
Title :
Modeling and parameter optimization of agile beam radar tracking
Author :
Jung, Young-Hun ; Hong, Sun-Mog
Author_Institution :
Kyungwoon Univ., Kumi, South Korea
Volume :
39
Issue :
1
fYear :
2003
Firstpage :
13
Lastpage :
33
Abstract :
In the work presented here, we address parameter optimization for agile beam radar tracking to minimize the radar resources that are required to maintain a target under track. The parameters to be optimized include the track-revisit interval as well as the sequence of pairs of target signal strengths and detection thresholds associated with successive illumination attempts in each track-revisit. The effects of false alarms and clutter interference are taken into account in the modeling of target detection and in the characterization of tracking performance. Based on the detection model and tracker characterization, the parameter optimization problem is formulated. Typical examples of the optimization problem are numerically solved. The optimal solution gives an off-line scheduling of the parameter set. It also provides insight into the selection of a near-optimal parameter set that is appropriate for real-time implementation.
Keywords :
optimisation; radar clutter; radar detection; radar theory; radar tracking; target tracking; agile beam radar tracking modeling/parameter optimization; clutter interference; detection thresholds; false alarms; parameter set off-line scheduling; radar resource minimization; real-time implementation parameter sets; successive track-revisit illumination attempts; target detection; target signal strength pair sequences; track-revisit intervals; tracker characterization; tracking performance; Density measurement; Electric variables measurement; Energy measurement; Lighting; Particle beams; Position measurement; Q measurement; Radar tracking; Signal to noise ratio; Target tracking;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2003.1188891
Filename :
1188891
Link To Document :
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