Lyapunov method-based collision avoidance for UAVs

L. Ling, Yifeng Niu, Huayong Zhu
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引用次数: 9

Abstract

A critical safety concern with the rapid increase in UAVs is developing algorithms that can solve the pressing airborne collision avoidance problem. This paper proposed a collision avoidance algorithm for UAVs based on the Lyapunov method. A collision cone approach is used to predict any possible collision with the obstacle. It begins with the property of the parallel navigation, then formulates the problem as the stability of the control system. Using the Lyapunov method to analyze the stability of the system, we can obtain the UAV rendezvous guidance law. Furthermore, combining the geometric characteristic of the collision avoidance, we can also obtain the UAV collision avoidance law. The feasibility and performance of the proposed approach is not only mathematically analyzed, but also verified through simulation.
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基于Lyapunov方法的无人机避碰
随着无人机数量的迅速增加,一个关键的安全问题是开发能够解决紧迫的机载避碰问题的算法。提出了一种基于李亚普诺夫方法的无人机避碰算法。碰撞锥方法用于预测与障碍物可能发生的碰撞。从并联导航的性质出发,将其表述为控制系统的稳定性问题。利用李雅普诺夫方法对系统的稳定性进行分析,得到了无人机交会制导律。此外,结合避碰的几何特性,还可以得到无人机避碰规律。通过数学分析和仿真验证了该方法的可行性和性能。
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