Particle filter-based algorithm for multiple maneuvering targets tracking

被引:0
|
作者
Zhang Mao-lin [1 ,2 ]
Wu Yun-jie [1 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
[2] Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Words: Particle filter; Multiple model; CPHD;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There is a tracking problem that multiple targets waiting to be tracked accurately. This article aims at solving this problem. In the first part, this paper supposes particle filter to solve nonlinear and non Gauss. In the second part, the article supposes multiple model filtering to track maneuvering targets. In the third part, this article supposes a multiple model CPHD filtering who is composed of multiple model filtering and PHD algorithm to solve this problem. At the end, a simulation experiment is made to prove the feasibility of the algorithm.
引用
收藏
页码:1899 / 1904
页数:6
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