Autonomous aerial obstacle avoidance using LiDAR sensor fusion

被引:7
|
作者
Liang, Qing [1 ]
Wang, Zilong [1 ]
Yin, Yafang [1 ]
Xiong, Wei [2 ]
Zhang, Jingjing [1 ]
Yang, Ziyi [1 ]
机构
[1] Xian Univ Posts &Telecommunicat, Sch Elect Engn, Xian, Shaanxi, Peoples R China
[2] Xian FANYI Univ, Sch Informat Engn, Xian, Shaanxi, Peoples R China
来源
PLOS ONE | 2023年 / 18卷 / 06期
关键词
D O I
10.1371/journal.pone.0287177
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The obstacle avoidance problem of (UAV) mainly refers to the design of a method that can safely reach the target point from the starting point in an unknown flight environment. In this paper, we mainly propose an obstacle avoidance method composed of three modules: environment perception, algorithm obstacle avoidance and motion control. Our method realizes the function of reasonable and safe obstacle avoidance of UAV in low-altitude complex environments. Firstly, we use the light detection and ranging (LiDAR) sensor to perceive obstacles around the environment. Next, the sensor data is processed by the vector field histogram (VFH) algorithm to output the desired speed of drone flight. Finally, the expected speed value is sent to the quadrotor flight control and realizes autonomous obstacle avoidance flight of the drone. We verify the effectiveness and feasibility of the proposed method in 3D simulation environment.
引用
收藏
页数:16
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