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基于改进一致性理论的无人机编队航迹在线规划
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V249;TP391

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国家自然科学基金(52102453)


Unmanned Aerial Vehicle Formation Based on Improved Consistency Theory
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    摘要:

    针对无人机编队在飞行过程中任务发生变化的情形,提出了基于改进一致性理论的无人机编队航迹在线规划方法。首先,针对一致性算法进行改进,引入人工势场法,提出了考虑机间距离和相对速度的防碰撞策略;基于无人机相对位置和状态量,提出了考虑无人机转弯半径和速度的转弯策略。其次,基于编队拆分思想和RRT*算法,提出了基于拆分编队思想的在线航迹规划方法。仿真结果表明:防碰撞策略能使无人机之间在编队成形前保持安全距离,不发生碰撞;转弯策略能使编队在转弯过程中保持队形;编队重组的在线航迹规划方法能满足执行新增任务的情形。

    Abstract:

    Mission being changeable in the process of flight for UAVs formations, a trajectory online planning method is proposed for unmanned aerial vehicle formation based on improved consensus theory. Firstly, the consensus algorithm is improved,and by introducing the artificial potential field method, a collision avoidance strategy is proposed in consideration of inter-vehicle distance and relative velocity. Additionally, a turning strategy is proposed in consideration of the UAV’s relative position, state, turning radius, and speed . Furthermore, an online trajectory planning method is presented based on the concept of formation disassembly and the RRT* algorithm. The simulation results show that the collision avoidance strategy can make the intervals of UAVs a safe distance between UAVs before formation is made, preventing collisions, and the turning strategy makes the formation integral in the process of turning, and the trajectory planning method online for formation recombination can handle the execution of new tasks.

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乔港,吴宇.基于改进一致性理论的无人机编队航迹在线规划[J].空军工程大学学报,2024,25(4):86-93

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  • 在线发布日期: 2024-07-27
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