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空中目标传感器管理方法综述
引用本文:闫涛,韩崇昭,张光华.空中目标传感器管理方法综述[J].航空学报,2018,39(10):22209-022209.
作者姓名:闫涛  韩崇昭  张光华
作者单位:1. 西安交通大学 电信学院 综合自动化研究所, 西安 710049;2. 西安交通大学 智能网络与网络安全教育部重点实验室, 西安 710049
基金项目:国家自然科学基金(61573020,61573271);陕西省自然科学基金(2017JQ6049);中央高校基本科研业务费(xjj2018020)
摘    要:为了避免对有限的多传感器资源的无序竞争和使用,多传感系统通常在一定约束条件下工作。传感器管理即是对传感器系统的自由度进行控制,以满足实际的约束条件并实现既定的任务目标,被大规模地应用于诸如区域目标监视、空中交通管制等各种军用与民用领域。首先,给出了传感器管理系统的概念定义与基本目标;然后,对过去及现在各种空中目标传感器管理方面的理论、方法以及应用进行了全面的综述与深入的分析,并对传感器管理领域现存的问题提出了解决思路和方法;最后,对该领域下一步的发展方向做出了展望。

关 键 词:传感器管理  决策过程  多目标跟踪  信息增益  优化  
收稿时间:2018-04-16
修稿时间:2018-06-29

An overview of sensor management approaches for aerial target
YAN Tao,HAN Chongzhao,ZHANG Guanghua.An overview of sensor management approaches for aerial target[J].Acta Aeronautica et Astronautica Sinica,2018,39(10):22209-022209.
Authors:YAN Tao  HAN Chongzhao  ZHANG Guanghua
Institution:1. Institute of Integrated Automation, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an 710049, China;2. MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China
Abstract:To prevent the simultaneous use of limited resources, a multi-sensor system typically operates under resource constraints. Sensor management approaches change the freedom degree of system to actively manage these resources during its deployment in reaction to previous measurements. This approach has been widely used in a variety of military and civilian applications, e.g. target region surveillance and air traffic management. First, the definition and fundamental objectives of sensor management are demonstrated in this paper. Then, an overview of the theories, methods and applications of sensor management for aerial target from the past to the present is illustrated, and some constructive ideas for tackling the obstacles of the latest approaches are provided. Finally, some future challenges and opportunities are illustrated.
Keywords:sensor management  decision process  multi-target tracking  information gain  optimization  
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