航空学报 > 1997, Vol. 18 Issue (1): 83-85

简化概率数据关联算法

李建勋, 敬忠良, 戴冠中, 金德琨   

  1. 西北工业大学自动控制系, 西安, 710072
  • 收稿日期:1995-10-31 修回日期:1996-05-05 出版日期:1997-02-25 发布日期:1997-02-25

SIMPLIFIED PROBABILISTIC DATA ASSOCIATION ALGORITHM

Li Jianxun, Jing Zhongliang, Dai Guanzhong, Jin Dekun   

  1. Department of Automatic Control, Northwestern Polytechnical University, Xian, 710072
  • Received:1995-10-31 Revised:1996-05-05 Online:1997-02-25 Published:1997-02-25

摘要:

基于所有落入目标关联域内的点迹并不都与目标关联的事实,提出了一种新颖的工程概率数据实用算法——基于聚矩阵分解的概率数据关联算法。仿真结果表明该算法具有计算量小,关联性能好等优点。

关键词: 矩阵分析, 数据相关, 多目标跟踪

Abstract:

Based on the fact that the return which belongs to the correlation region is not associated with all targets, a new algorithm called probabilistic data association algorithm based on cluster matrix decomposition is presented. The simulations show that the computation burden is less, and association property is better.

Key words: matrix analysis, data correlation, multiple target tracking

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