无人系统技术2024,Vol.7Issue(5) :33-46.DOI:10.19942/j.issn.2096-5915.2024.05.46

一种基于规则的无人机防撞策略

A UAV Collision Avoidance Strategy Based on Rules

肖支才 狄凌松 李尚璁 祁亚辉 闫实
无人系统技术2024,Vol.7Issue(5) :33-46.DOI:10.19942/j.issn.2096-5915.2024.05.46

一种基于规则的无人机防撞策略

A UAV Collision Avoidance Strategy Based on Rules

肖支才 1狄凌松 1李尚璁 1祁亚辉 1闫实1
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作者信息

  • 1. 海军航空大学岸防兵学院,烟台 264000
  • 折叠

摘要

随着无人机技术的广泛应用,空中交通管理的复杂性日益增加,尤其是在防撞领域.传统无人机防撞方法主要依赖信息共享或单机环境感知,这些方法在实际应用中存在局限性.针对上述问题,首先指出现有技术的不足;然后提出一种创新的防撞策略,该策略借鉴道路交通规则,通过为无人机配备专用通信硬件、详细避障规则和高效算法,优化了信息共享与干扰之间的平衡,显著降低了算法的计算复杂性,使其适合于大规模无人机部署;最后通过软件在环仿真,在航线交叉、重合及障碍物存在或缺失的场景中验证了无人机的避撞能力,同时满足了无人机的速度约束.实验结果表明所提策略适用且有效,将为无人机在更广泛领域的应用提供新的思路.

Abstract

With the widespread application of drone technology,the complexity of air traffic management has increasingly grown,particularly in the field of collision avoidance.Traditional drone collision avoidance methods mainly rely on information sharing or single-machine environmental perception,which have limitations in practical applications.This paper firstly points out the shortcomings of existing technologies,then proposes an innovative collision avoidance strategy.The strategy draws on traffic rules and optimizes the balance between information sharing and interference by equipping drones with specialized communication hardware,detailed obstacle avoidance rules,and efficient algorithms,which significantly reduces the computational complexity of the algorithms,making them suitable for large-scale drone deployment.Through software-in-the-loop simulation,the collision avoidance capabilities of drones were verified in scenarios with flight route intersections,overlaps,and the presence or absence of obstacles,while also meeting the speed constraints of drones.The experimental results demonstrate that the strategy is applicable and effective.Finally,this paper looks forward to the future development of drone collision avoidance technology,suggesting that the strategy will provide new ideas for the application of drones in a broader range of fields.

关键词

无人机/规则/防撞/避障/速度约束/路径跟随/软件在环仿真

Key words

UAV/Rules/Collision Avoidance/Avoid Obstacles/Speed Constraint/Path Follow-ing/Software-in-the-loop Simulation

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出版年

2024
无人系统技术

无人系统技术

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