Correlated Doppler-assisted target tracking in clutter

被引：9
|
作者：
Musicki, Darko [1 ]
Song, Taek Lyul [1 ]
Lee, Hae Ho [2 ]
Nesic, Dragan [3 ]
机构：
[1] Hanyang Univ, Dept Elect Syst Engn, Seoul, South Korea
[2] Hanyang Univ, Guidance & Control Lab, Seoul, South Korea
[3] Univ Melbourne, Melbourne, Vic 3010, Australia
来源：
IET RADAR SONAR AND NAVIGATION | 2013年 / 7卷 / 01期
关键词：
MULTITARGET TRACKING; ASSOCIATION; EFFICIENT; RANGE;
D O I：
10.1049/iet-rsn.2012.0115
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In a surveillance situation, the origin of each measurement is uncertain. Each measurement may be a clutter measurement or a target detection. In addition to the position [range and angle(s)], measurements often include Doppler velocity. The Doppler velocity measurements are often (e. g. with the linearly modulated frequency transmitted signal) correlated with the range measurements. This study deals with data association (via measurement likelihoods) and estimation in this situation, with a special consideration of the Gaussian mixture approaches. A simulation study shows the benefit of this approach.
引用
收藏
页码：94 / 100
页数：7
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