首页|多无人机协同作战中的任务分配与路径规划算法研究

多无人机协同作战中的任务分配与路径规划算法研究

扫码查看
随着无人机技术的快速发展,多无人机协同作战成为无人机系统的重要发展方向。在多无人机协同作战中,任务分配与路径规划是2 个关键问题,其质量直接影响着整个系统的作战效能。文章针对多无人机协同作战中的任务分配与路径规划问题展开研究,建立多无人机协同作战的数学模型,对问题进行形式化描述。文章提出一种基于混合整数规划的任务分配算法和一种基于改进A∗算法的路径规划算法。通过仿真实验对所提出算法的有效性进行了验证,与其他经典算法进行对比分析。实验结果表明,文章提出的任务分配与路径规划算法能够有效提高多无人机协同作战效能。
Research on task allocation and path planning algorithms in Multi-UAV cooperative combat
With the rapid development of UAV technology,multi-UAV cooperative operation has become an important development direction of UAV system.In multi-UAV cooperative operations,mission assignment and path planning are two key issues,and their quality directly affects the operational effectiveness of the whole system.This paper studies the task allocation and path planning in multi-UAV collaborative operation.The mathematical model of multi-UAV cooperative operation is established,and the problem is formally described.We propose a task assignment algorithm based on mixed integer programming and a path planning algorithm based on an improved A∗ algorithm.The effectiveness of the proposed algorithm is verified by simulation experiments and compared with other classical algorithms.The experimental results show that the task assignment and path planning algorithm can improve the effectiveness of multi-UAV cooperation.

multi-UAV collaborationtask assignmentpath planningmixed integer planningimproved A∗ algorithm

高谦、张玉良、曹艳

展开 >

陆军勤务学院,重庆 401331

多无人机协同作战 任务分配 路径规划 混合整数规划 改进A∗算法

2024

无线互联科技
江苏省科学技术情报研究所

无线互联科技

影响因子:0.263
ISSN:1672-6944
年,卷(期):2024.21(18)