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  • 卫杨勇,徐世友,辛玉林,等.基于分辨力增益的综合识别传感器管理方法[J].电讯技术,2011,51(11): - .    [点击复制]
  • WEI Yang-yong,XU Shi-you,XIN Yu-lin,et al.Integrated identification sensor management based on discrimination gain[J].,2011,51(11): - .   [点击复制]
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基于分辨力增益的综合识别传感器管理方法
卫杨勇,徐世友,辛玉林,陈曾平
0
(国防科技大学 ATR国防科技重点实验室,长沙 410073)
摘要:
为提高目标综合识别的效能,需对综合识别系统中多种传感器资源进行科学管 理。在分析综合识别中目标优先级和传感器使用约束条件的基础上,建立了利用分辨力增益 作为传感器资源管理优化准则的目标函数,提出了利用传感器混淆矩阵的预测分辨力增益计 算方法,并将粒子群优化算法引入传感器-目标分配NP-hard问题的求解中。仿真结果表明该 方法合理高效。
关键词:  综合识别  传感器管理  分辨力增益  混淆矩阵  粒子群优化
DOI:
基金项目:
Integrated identification sensor management based on discrimination gain
WEI Yang-yong,XU Shi-you,XIN Yu-lin,CHEN Zeng-ping
()
Abstract:
In order to improve the performance of integrated identification for t argets, multisensor resources management may be needed in integrated identific a tion system. In this paper the target priority and the restricted condition of s ensor s for integrated identification is analysed, and then an objective function rega rding the discrimination gain as the rule of multisensor resources management o ptimization is established.A computation method of discrimination gain utilizing sens or confusion matrix is proposed, and particle swarm optimization(PSO) algorithm is introduced into allo cation NPhard problem of sensor to target. The results show the rationality an d efficiency of this method.
Key words:  integrated identification  sensor management  discrimination gain  co nfusion matrix  particle swarm optimization(PSO)
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