火力与指挥控制2024,Vol.49Issue(2) :87-94.DOI:10.3969/j.issn.1002-0640.2024.02.013

基于CBBA的多域作战无人系统任务规划方法研究

Research on Mission Planning Method of Multi-domain Operation Unmanned Systems Based on CBBA

刘奇辉 刘海颖 黄魁华 程光权
火力与指挥控制2024,Vol.49Issue(2) :87-94.DOI:10.3969/j.issn.1002-0640.2024.02.013

基于CBBA的多域作战无人系统任务规划方法研究

Research on Mission Planning Method of Multi-domain Operation Unmanned Systems Based on CBBA

刘奇辉 1刘海颖 2黄魁华 3程光权3
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作者信息

  • 1. 南京航空航天大学航天学院,南京 211106
  • 2. 南京航空航天大学航天学院,南京 211106;南京应用数学中心,南京 211135
  • 3. 国防科技大学系统工程学院,长沙 410073
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摘要

针对多域作战任务中异构无人系统的分布式任务规划问题,建立考虑时间窗约束、路径受限等情况下的多域作战任务分配模型;基于一致性束算法求解异构无人系统的任务分配问题;采用Bezier曲线和粒子群算法对一致性束算法进行了扩展,将路径规划耦合到任务分配过程中.仿真结果表明,扩展后的一致性束算法可以同步得到无冲突的多域作战无人系统任务分配解和路径规划结果,验证了其在多域作战无人系统任务规划方面的适用性.

Abstract

Aiming at the distributed task planning problem of heterogeneous unmanned systems in multi-domain combat missions,firstly,a multi-domain combat mission allocation model considering such conditions as time window constraints,path constraints and others is established;secondly,the mission allocation problem of heterogeneous unmanned systems is solved based on the consensus-based bundle algorithm;finally,the consensus-based bundle algorithm is extended by using Bezier curve and particle swarm optimization algorithm,and path planning is coupled to the mission allocation process.The simulation results show that the extended consensus-based bundle algorithm can synchronously obtain the conflict-free mission allocation solution and path planning results of the unmanned system in multi-domain operations,its applicability in the mission planning of unmanned systems in multi-domain operations is verified.

关键词

多域作战/任务分配/一致性束算法/分布式/路径规划

Key words

multi-domain operations/task assignment/CBBA/distribute/path planning

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基金项目

装备预研基金(50912020401)

出版年

2024
火力与指挥控制
火力与指挥控制研究会,火力与指挥控制专业情报网

火力与指挥控制

CSTPCD北大核心
影响因子:0.312
ISSN:1002-0640
参考文献量15
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