Dynamic group method based on health management applied to mission tasking for multi UAVs

Wei Hu, Gui Liu
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引用次数: 2

Abstract

Multi agent system is one of an effective way for resolving task assignment problem of multi UAVs. The state of agent, especially the anomalous state, would badly reduce the working efficiencies of agents. For this reason, this paper proposes a dynamic group method based on health management in multi agent system to improve the agent efficiency when the agent performs a mission. The method introduces a decision agent and a member agent dynamic group model, what's more the evaluate function based on health management is proposed, which is high efficient to coordinate all the agents in the system. Simulation results show the validity of the method.
基于健康管理的动态群方法在多无人机任务分配中的应用
多智能体系统是解决多无人机任务分配问题的有效方法之一。智能体的状态,特别是异常状态会严重降低智能体的工作效率。为此,本文提出了一种基于健康管理的多智能体系统动态分组方法,以提高智能体执行任务时的效率。该方法引入决策智能体和成员智能体动态群体模型,并提出了基于健康管理的评价函数,能够高效地协调系统中各智能体。仿真结果表明了该方法的有效性。
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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