Fixed-Wing UAV Path Planning in a Dynamic Environment via Dynamic RRT Algorithm

被引:16
作者
Lu, Liang [1 ]
Zong, Chengxing [1 ]
Lei, Xinyu [1 ]
Chen, Bozhi [1 ]
Zhao, Ping [1 ]
机构
[1] Hefei Univ Technol, Dept Mech Engn, Hefei 230009, Peoples R China
来源
MECHANISM AND MACHINE SCIENCE | 2017年 / 408卷
关键词
Path planning; Dynamic RRT; Fixed-Wing UAV; Dynamic obstacle avoidance; AVOIDANCE;
D O I
10.1007/978-981-10-2875-5_23
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposed a dynamic RRT algorithm that applied to fixed-wing UAV's path planning in dynamic three-dimensional environment. The tree structure of the dynamic RRT algorithm was expanded by adopting the constraint equations to satisfy fixed-wing UAV's actual dynamic constrains. In order to avoid collision with dynamic obstacles, corresponding locations of dynamic obstacles in the time of each step are considered in the algorithm. Also, B-spline was also used to interpolate the resulting optimal path for fixed-wing UAV. As a result, the algorithm could generate a smooth path that satisfy UAV's dynamic constrains in the three-dimensional environment with static and/or dynamic obstacles. The simulation results showed the effectiveness of proposed dynamic RRT algorithm, indicating that it could be applied to fixed-wing UAV's path planning in dynamic three-dimensional environment.
引用
收藏
页码:271 / 282
页数:12
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