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无人机集群分组编队自适应跟踪-包含控制

张毅 于浩 杨秀霞 姜子劼 王晨蕾

张毅,于浩,杨秀霞,等. 无人机集群分组编队自适应跟踪-包含控制[J]. 北京航空航天大学学报,2024,50(1):97-109 doi: 10.13700/j.bh.1001-5965.2022.0264
引用本文: 张毅,于浩,杨秀霞,等. 无人机集群分组编队自适应跟踪-包含控制[J]. 北京航空航天大学学报,2024,50(1):97-109 doi: 10.13700/j.bh.1001-5965.2022.0264
ZHANG Y,YU H,YANG X X,et al. Adaptive group formation tracking-containment control for UAV swarm[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):97-109 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0264
Citation: ZHANG Y,YU H,YANG X X,et al. Adaptive group formation tracking-containment control for UAV swarm[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):97-109 (in Chinese) doi: 10.13700/j.bh.1001-5965.2022.0264

无人机集群分组编队自适应跟踪-包含控制

doi: 10.13700/j.bh.1001-5965.2022.0264
基金项目: 山东省自然科学基金(ZR2020MF090)
详细信息
    通讯作者:

    E-mail:yangxiuxia@126.com

  • 中图分类号: V249

Adaptive group formation tracking-containment control for UAV swarm

Funds: National Natural Science Foundation of Shandong Province (ZR2020MF090)
More Information
  • 摘要:

    针对无人机(UVA)集群分组编队跟踪-包含控制问题,建立包括分组协同、跟踪-包含的分层协同控制架构。为突出集群系统的顶层规划能力,提出基于队形参数组的分组协同控制策略,克服了现有多编队控制方法难以实现队形变换的缺陷;在考虑组间通信耦合的基础上,设计自适应分组编队跟踪-包含控制律,克服了控制输入对Laplacian矩阵特征值的依赖,并给出集群系统实现期望队形的可行性约束;对控制输入引入饱和约束,并进一步推导得到输入饱和约束下系统稳定的充要条件,避免了集群的大幅机动行为。研究结果表明:所提策略能够实现无人机集群分组编队的跟踪-包含控制。

     

  • 图 1  UAV集群分组编队示意图

    Figure 1.  Schematic diagram of UAV swarm group formation

    图 2  UAV集群分组编队控制架构

    Figure 2.  Architecture of UAV swarm group formation control

    图 3  编队队形描述示意图

    Figure 3.  Schematic diagram of formation description

    图 4  通信拓扑结构

    Figure 4.  Communication topology diagram

    图 5  跟踪-领导者航迹规划

    Figure 5.  Tracking-leader path planning

    图 6  跟踪-领导者位置误差

    Figure 6.  Position errors of tracking-leaders

    图 7  跟踪-领导者速度误差

    Figure 7.  Velocity errors of tracking-leaders

    图 8  饱和约束下的控制输入

    Figure 8.  Control input under saturation constraint

    图 9  分组编队运动轨迹

    Figure 9.  Trajectory of group formation

    图 10  分组1跟踪-包含误差

    Figure 10.  Tracking-containment errors of subgroup 1

    图 11  分组2跟踪-包含误差

    Figure 11.  Tracking-containment errors of subgroup 2

    图 12  分组3跟踪-包含误差

    Figure 12.  Tracking-containment errors of subgroup 3

    图 13  自适应增益$ {c_i}\left( t \right) $

    Figure 13.  Adaptive gain $ {c_i}\left( t \right) $

    图 14  自适应增益$ {\hat c_i}\left( t \right) $

    Figure 14.  Adaptive gain $ {\hat c_i}\left( t \right) $

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出版历程
  • 收稿日期:  2022-04-20
  • 录用日期:  2022-06-20
  • 网络出版日期:  2022-07-06
  • 整期出版日期:  2024-01-31

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