首页|基于多目标多约束的无人机航迹规划算法

基于多目标多约束的无人机航迹规划算法

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针对UAV航迹规划过程中空间域的航迹协调和时间域的协同避撞等问题,提出基于多目标多约束的无人机航迹规划优化算法.通过分析人工势场法在路径规划中的缺陷,对斥力势场函数进行改进并融入了虚拟障碍物法.以改进人工势场法作为实现算法,对多目标多约束条件下的UAV航迹规划展开研究和仿真实现.结果表明,通过调整循环体结构和算法提高航迹合理性和航迹真实性,算法效率和性能可以得到进一步的提升.
Research on Multi-UAV Track Planning Based on Multi-object and Multi-constraint
Aiming at the problems of trajectory coordination in the spatial domain and cooperative collision avoidance in the temporal domain during the UAV trajectory planning process,a multi-objective and multi-constraint based optimization algorithm for UAV trajectory planning is proposed.By analyzing the shortcomings of the artificial potential field method in path planning,the repulsive potential field function was improved and integrated into the virtual obstacle method.The improved artificial potential field method is used as the implementation algorithm to study and simulate the UAV trajectory planning under multi-objective and multi-constraint conditions.The results show that the efficiency and performance of the algorithm can be further improved by adjusting the structure of the loop body and the algorithm to improve the reasonableness of the trajectory and the realism of the trajectory.

UAV trajectory planningartificial potential field methodthree-dimensional trajectory

林峰、钱丹

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无锡职业技术学院物联网工程学院,江苏 无锡 214105

UAV航迹规划 人工势场法 3维航迹

2025

兵工自动化
中国兵器工业第五八研究所

兵工自动化

北大核心
影响因子:0.469
ISSN:1006-1576
年,卷(期):2025.44(1)