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

Satish C. Verma,Siyuan Li,Andrey V. Savkin

Drones(2023)

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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.
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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
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