无人机在障碍物存在下的群体行为

D. Kucherov, A. Kozub, O. Kostyna
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引用次数: 10

摘要

研究了由n架无人机组成的多智能体系统在障碍物环境中的控制问题。其中一架无人机为agent leader,其他无人机为agent member。动态环境中agent组的行为被认为是聚合行为。该任务假设将无人机群体运动描述为二阶积分器,并且每个智能体都有其他智能体的信息。避障和避碰是本文研究的主要问题。因此我们考虑agent群在势场中的运动,势场包括两个组成部分:吸引和排斥。在势场中,只有agent-leader和跟随他的agent-member才知道运动规律。仿真验证了该方法的主要结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Group behavior of UAVs in obstacles presence
The article deals with the problem of controlling the multi-agent system that consists of n UAVs moving in environment with obstacles. One of UAVs is an agent-leader and the others are agent-members. Behavior of an agents group in dynamic environment is considered as aggregation. This task supposes describing UAVs group movement as integrator of the second order, and each agent has information about others. Bypass obstacles and avoidance of collision is the main problem of this paper. Therefore we are considering movement of agents group in potential field, which includes two components: attractive and repulsing. The movement law is only known for agent-leader and agent-members that follow him in potential field. Simulation demonstrates main result of proposed approach.
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