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

IF 4.4 2区 地球科学 Q1 REMOTE SENSING Drones Pub Date : 2023-11-13 DOI:10.3390/drones7110675
Satish C. Verma, Siyuan Li, Andrey V. Savkin
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Abstract

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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具有稳定和移动障碍物的三维环境下无碰撞无人机导航的混合全局/反应算法
本文介绍了一种非完整无人机在具有大量静止和动态障碍物的三维环境下的实用导航方法。为了达到预期的结果,动态规划(DP)与响应式控制算法相结合。DP允许无人机在已知的静态障碍物和障碍物之间导航。此外,响应式控制器使用机载传感器的数据来避免不可预见的障碍。计算机仿真结果说明了所提出的策略。在模拟中,无人机成功地绕过动态障碍物,同时保持其到达目标的路线。这些结果突出了我们提出的方法在复杂和充满障碍物的环境中确保无人机安全高效导航的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Drones
Drones Engineering-Aerospace Engineering
CiteScore
5.60
自引率
18.80%
发文量
331
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