协同测绘异构多无人机在线分布式任务规划方法
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1.中山大学 航空航天学院;2.航天工程大学 北京

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V19

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智控实验室开放基金资助项目


Online distributed mission planning method of heterogeneous multi-UAV collaborative mapping
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    摘要:

    为了使异构多无人机协同测绘系统具备面对动态环境的决策能力,在离线任务规划模型和结果的基础上进行动态场景算法应用推广,提出了一种改进分层分布式任务规划框架。其中,基于预规划航迹的任务估值方法考虑了全局成本,估值结果通过受限通信的局部拍卖算法同步更新,避免了任务冲突与局部最优;基于滚动时域预测控制的航迹联合修正方法,满足动态测绘和避障的要求。通过数值仿真在多场景下验证了规划算法的适用性和可靠性。

    Abstract:

    Based on the offline mission planning model and results for the application of dynamic scenario algorithms, an improved hierarchical distributed mission planning framework was proposed to give the heterogeneous multi-UAV (unmanned aerial vehicle) collaborative mapping system the decision-making capability to face the dynamic environment. Among these, the mission valuation method based on pre-planned trajectory took the global cost into account, and the valuation results were updated synchronously by the local auction algorithm with restricted communication, avoiding the mission conflict and local optimum. The joint correction method of trajectory based on rolling time-domain predictive control satisfied the requirements of dynamic mapping and obstacle avoidance. Through numerical simulation in a variety of circumstances, the applicability and dependability of the planning algorithm were confirmed.

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  • 收稿日期:2024-03-13
  • 最后修改日期:2025-11-24
  • 录用日期:2024-06-28
  • 在线发布日期: 2025-11-25
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