UAVs' autonomous collision avoidance in urban space

被引:0
|
作者
Wei, Ruixuan [1 ]
Zhang, Qirui [1 ]
Xu, Zhuofan [2 ]
Zhou, Kai [1 ]
Zhao, Xiaolin [1 ]
机构
[1] Air Force Engn Univ, Xian 710038, Peoples R China
[2] Air Force Engn Univ, Aeronaut & Astronaut Coll, Xian 710038, Peoples R China
关键词
Unmanned aerial vehicle; Extended Kalman filtering; collision avoidance; time-obstacle dynamic map;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Small UAVs are seeking wide usage in urban space for its advantageous performance. However, there are crowded with static and dynamic buildings, causing serious challenges for UAVs' safety. This paper proposes a novel autonomous collision avoidance method based on time-obstacle dynamic map. First, the state estimation and trajectory prediction are performed based on extended Kalman filtering. Second, the time-obstacle dynamic map is constructed via introducing time axis. Third, the flyable paths are searched on the basis of breadth first approach and then the optimal path can he obtained through A-Star algorithm. Finally, the simulation results have shown that the proposed collision avoidance method can avoid immobile building and moving obstacles, and making a safe path for UAVs in urban space
引用
收藏
页数:6
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