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基于拍卖算法的传感器协同目标分配方法
段恒宇,赵爽宇,纪德东,张少卿
0
(中国航空工业集团公司沈阳飞机设计研究所,沈阳 110035)
摘要:
针对体系化多域联合作战背景下的异构平台协同目标分配问题,以任务需求为牵引,总结了典型的传感器协同探测模式,建立了基于我方探测优势和敌方威胁程度的目标协同探测效能函数;由此提出一种改进分布式拍卖算法以适应不同的目标任务分配问题,通过优化随机竞拍顺序生成过程,实现整体探测效能最优。通过仿真验证了改进算法的有效性,为算法在实际场景中的参数设置提供了可借鉴的思路和规律。
关键词:  协同探测  传感器管理  目标分配  分布式拍卖算法
DOI:10.20079/j.issn.1001-893x.211114001
基金项目:
Sensor collaborative target allocation based on auction algorithm
DUAN Hengyu,ZHAO Shuangyu,JI Dedong,ZHANG Shaoqing
(Shenyang Aircraft Design and Research Institute of AVIC,Shenyang 110035,China)
Abstract:
For collaborative target allocation of heterogeneous airborne platforms in systematic and integrative operations,typical forms of multi-sensor collaborative detection are summarized according to mission requirements,and a comprehensive target detection efficiency function involving air combat effectiveness and threat is established.An extended version of distributed auction algorithm is proposed to meet the demands of target allocation for various missions.By optimization of stochastic bidding sequences,the global optimum solution to sensor collaborative target allocation is found.Simulation results show the effectiveness of the adopted algorithm.Furthermore,feasible thought and regulations about parameter setting and control are provided for operating sceneries.
Key words:  collaborative detection  sensor management  target allocation  distributed auction algorithm