| 径向长度特征辅助的多目标数据关联算法 |
| |
| 引用本文： | 赵峰,赵宏钟,黄孟俊,邱伟. 径向长度特征辅助的多目标数据关联算法[J]. 制导与引信, 2010, 31(2) |
| |
| 作者姓名： | 赵峰 赵宏钟 黄孟俊 邱伟 |
| |
| 作者单位： | 国防科技大学电子科学与工程学院,湖南长沙,410073 |
| |
| 摘 要： | 多目标跟踪技术的核心问题是数据关联,传统的数据关联算法采用空间距离最邻近的方法,在回波密度较大时容易发生误跟;特征辅助数据关联算法是多目标跟踪技术的发展趋势,通过融合目标运动学信息和特征信息,可以增加目标的信息维数,提高关联正确率。提出利用目标径向长度信息辅助最近邻算法,并在建立的场景中与传统的最近邻算相比较,结果表明该算法可以有效的增加近距离平行目标和交叉目标的正确关联次数,从而提高了多目标数据关联算法的性能。
|
| 关 键 词： | 高分辨距离像 数据关联 目标跟踪 |
Multi-target Data Association Algorithm for Radial Length Auxiliary Feature |
| |
| ZHAO Feng,ZHAO Hong-zhong,HUANG Meng-jun,QIU Wei. Multi-target Data Association Algorithm for Radial Length Auxiliary Feature[J]. Guidance & Fuze, 2010, 31(2) |
| |
| Authors: | ZHAO Feng ZHAO Hong-zhong HUANG Meng-jun QIU Wei |
| |
| Affiliation: | ZHAO Feng; ZHAO Hong-zhong; HUANG Meng-jun; QIU Wei(School of Electronic Science and Engineering; National University ofDefense Technology; Changsha Hunan 410073; China); |
| |
| Abstract: | Data association plays an important role in multi-target tracking technology.The traditional data association algorithm uses the nearest neighbor distance method.It will make mistake in larger echo density.Feature auxiliary data association algorithm is tend of development in multi-target tracking technology.Incorporating target kinematics information and feature information can increase the information dimension,and enhance the association accuracy.In this work,feature auxiliary nearest neighbor algorithm ... |
| |
| Keywords: | high resolution range profiles data association target tracking |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
