A Hybrid Global/Reactive Algorithm for Collision-Free UAV Navigation in 3D Environments with Steady and Moving Obstacles

被引:5
|
作者
Verma, Satish C. [1 ]
Li, Siyuan [1 ]
Savkin, Andrey V. [1 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney 2052, Australia
关键词
UAV path planning; navigation of aerial drones; collision-free navigation of aerial drones; obstacle avoidance; steady and moving obstacles; hybrid global/reactive navigation algorithm; unmanned aerial vehicle (UAV); dynamic programming; sliding-mode control; GENETIC ALGORITHM; MOBILE ROBOTS; PATH; PLANNER; SEARCH;
D O I
10.3390/drones7110675
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This paper introduces a practical navigation approach for nonholonomic Unmanned Aerial Vehicles (UAVs) in 3D environment settings with numerous stationary and dynamic obstacles. To achieve the intended outcome, Dynamic Programming (DP) is combined with a reactive control algorithm. The DP allows the UAVs to navigate among known static barriers and obstacles. Additionally, the reactive controller uses data from the onboard sensor to avoid unforeseen obstacles. The proposed strategy is illustrated through computer simulation results. In simulations, the UAV successfully navigates around dynamic obstacles while maintaining its route to the target. These results highlight the ability of our proposed approach to ensure safe and efficient UAV navigation in complex and obstacle-laden environments.
引用
收藏
页数:18
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