Maneuvering Target Tracking in the Case of Wakes

被引:0
作者
Liu, Yuankui [1 ]
Fan, Yangyu [1 ]
Zhao, Jiong [1 ]
机构
[1] NW Polytech Univ, Coll Elect & Informat, Xian 710072, Peoples R China
来源
PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9 | 2009年
关键词
interacting multiple model probability data association; wake model; maneuvering target tracking; loss ratio; estimated track;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An interacting multiple model probability data association method for tracking the wake target is presented. When the detections are fed to a tracking system like the Probabilistic Data Association Filter, the estimated track can be misled and sometimes lose the real target because of the wake. This problem becomes even more severe when the target performs maneuvering in the presence of wakes. To prevent this, we propose a probabilistic model of the wakes and deduce the new probability association coefficient, for the targets maneuvering, the Interacting Multiple Model is applied. Simulation result shows, compared with the Interacting Multiple Model Probabilistic Data Association method, the new method could reduce the target loss effectively and retain low target loss ratio with augmenting measurement noise.
引用
收藏
页码:4950 / 4953
页数:4
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