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Three-Dimensional Velocity Obstacle Method for Uncoordinated Avoidance Maneuvers of Unmanned Aerial Vehicles

机译:无人机不协调回避机动的三维速度障碍方法

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摘要

This paper proposes a novel avoidance method called the three-dimensional velocity obstacle method. The method is designed for unmanned aerial vehicle applications, in particular to autonomously handle uncoordinated multiple encounters in an integrated airspace, by exploiting the limited space in a three-dimensional manner. The method is a three-dimensional extension of the velocity obstacle method that can reactively generate an avoidance maneuver by changing the vehicle velocity vector based on the encounter geometry. Adverse maneuvers of the obstacle are anticipated by introducing the concept of a buffer velocity set, which ensures that the ownship will diverge with sufficient space in case of sudden imminence. A three-dimensional resolution is generated by choosing the right plane for avoidance, in which the unmanned aerial vehicle conducts a pure turning maneuver. Implementation of the three-dimensional velocity obstacle method is tested in several simulations that demonstrate its capability to resolve various three-dimensional conflicts. A validation using Monte Carlo simulations is also conducted in stressful superconflict scenarios, which results in zero collisions occurrences for the entire 25,000 samples.
机译:本文提出了一种新颖的回避方法,称为三维速度障碍方法。该方法被设计用于无人飞行器应用,特别是通过以三维方式利用有限的空间来自主处理集成空域中不协调的多次遭遇。该方法是速度障碍方法的三维扩展,可以通过基于遇到的几何形状更改车辆速度矢量来反应性地生成回避操作。通过引入缓冲速度集的概念,可以预见障碍物的逆向机动,这可以确保在突然来临的情况下,拥有者将以足够的空间发散。通过选择正确的避让平面来产生三维分辨率,其中无人飞行器进行纯转弯机动。在一些模拟中测试了三维速度障碍方法的实现,这些方法证明了其解决各种三维冲突的能力。在有压力的超冲突情况下,还使用蒙特卡洛模拟进行了验证,这导致整个25,000个样本发生零碰撞。

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