小型固定翼无人机集群编队快速集结及一致性控制技术
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Rapid Formation Assembly and Consistency Control Technology for Small Fixed-wing UAV
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    摘要:

    为解决小型固定翼无人机集群的编队集结效率、队形保持精度等问题,设计基于Dubins航迹规划的松散编队快速集结和基于分布式一致性算法的精细编队控制相结合的策略,实现编队快速高效集结、队形稳定保持与变换。借鉴Dubins曲线方法建立多机协同航迹规划模型,利用GA遗传优化算法得到松散集结航迹的次优解,并与解析解进行比较分析,获取最短编队集结时间;对于航迹规划产生的集结状态误差,采用基于虚拟领航者的分布式一致性控制算法生成精确几何队形,进行编队保持及队形变换,在保证机间安全距离的同时,获取稳定的刚性几何 构型。以斜一字和V字型构型为例进行仿真研究,结果表明,该算法在集结时间效率、编队控制精度等方面具备有效性。

    Abstract:

    In order to solve the problems of formation assembly efficiency and formation keeping accuracy of small fixed-wing UAV group, a strategy combining loose formation rapid assembly based on Dubins route planning and fine formation control based on distributed consensus algorithm is designed. To achieve rapid and efficient formation assembly, stable formation maintenance and transformation. The Dubins curve method is used to establish a multi-aircraft cooperative route planning model, and the GA genetic optimization algorithm is used to obtain the sub-optimal solution of the loose aggregation route, and the shortest formation assembly time is obtained by comparing with the analytical solution; For the aggregation state error caused by route planning, the distributed consensus control algorithm based on virtual leader is used to generate accurate geometric formation, and the formation is maintained and transformed to obtain a stable rigid geometric configuration while ensuring the safe distance between aircraft. The simulation results of oblique and V-shaped configurations show that the algorithm is effective in terms of time efficiency and formation control accuracy.

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高晓博.小型固定翼无人机集群编队快速集结及一致性控制技术[J].,2025,44(07).

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  • 收稿日期:2024-09-07
  • 最后修改日期:2024-10-05
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  • 在线发布日期: 2025-08-28
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