A Low-Altitude Obstacle Avoidance Method for UAVs Based on Polyhedral Flight Corridor

被引:4
|
作者
Ma, Zhaowei [1 ]
Wang, Zhongming [1 ]
Ma, Aitong [1 ]
Liu, Yunzhuo [1 ]
Niu, Yifeng [1 ]
机构
[1] Natl Univ Def Technol, Coll Intelligence Sci & Technol, Changsha 410073, Peoples R China
基金
中国国家自然科学基金;
关键词
UAV; autonomous obstacle avoidance; flight corridors; motion planning; TRAJECTORY GENERATION;
D O I
10.3390/drones7090588
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
UAVs flying in complex low-altitude environments often require real-time sensing to avoidenvironmental obstacles. In previous approaches, UAVs have usually carried out motion planningbased on primitive navigation maps such as point clouds and raster maps to achieve autonomousobstacle avoidance. However, due to the huge amount of data in these raw navigation maps and thehighly discrete map information, the efficiency of solving the UAV's real-time trajectory optimizationis low, making it difficult to meet the demand for efficient online motion planning. A flight corridor isa series of unobstructed continuous areas and has convex properties. The flight corridor can be usedas a simple parametric representation to characterize the safe flight space in the environment, andused as the cost of the collision term in the trajectory back-end optimization for trajectory solving,which can improve the efficiency of real-time trajectory solving and ensure flight safety. Therefore,this paper focuses on the construction of safe flight corridors for UAVs and autonomous obstacleavoidance algorithms for UAVs based on safe flight corridors, based on a rotary-wing UAV platform,and proposes a polyhedral flight corridor construction algorithm and realizes autonomous obstacleavoidance for UAVs based on the constructed flight corridors.
引用
收藏
页数:18
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