用于控制Palamede卫星的多智能体体系结构

F. Amigoni, Stefano Gualandi, D. Menotti, G. Sangiovanni
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引用次数: 5

摘要

自主代理在管理空间系统活动中的基本作用在几年前随着美国宇航局的远程代理实验而出现。然而,使用多个代理来管理单个空间系统上的活动的可能优势在很大程度上尚未得到探索。本文提出了一种用于空间卫星上运行的多智能体体系结构的设计和实验验证,为这一方向做出了贡献。每个代理与卫星的一个子系统相关联,并管理其活动。每个代理都组织在三个模块或层中:计划器、调度器和执行器。这些层跨代理组合在一起,分别形成分布式计划器、分布式调度器和分布式执行器。使用多代理体系结构,可以利用许多优点,包括健壮性、易于重用代理,以及设计人员一次只关注问题的一小部分的可能性。我们在Palamede提供的场景中对我们的系统进行了实验验证,Palamede是米兰理工大学航空航天工程系正在开发的低地球轨道卫星。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multiagent architecture for controlling the Palamede satellite
The fundamental role of autonomous agents in managing activities of space systems has emerged some years ago with the NASA's Remote Agent Experiment. However, the possible advantages of employing multiple agents to manage activities on a single space system are largely unexplored. This paper gives a contribution in this direction by presenting the design and the experimental validation of a multiagent architecture intended to run onboard a space satellite. Each agent is associated to a subsystem of the satellite and manages its activities. Each agent is organized in three modules, or layers: a planner, a scheduler, and an executor. Taken together across the agents, these layers form a distributed planner, a distributed scheduler, and a distributed executor, respectively. With a multiagent architecture, a number of benefits, including robustness, easy reuse of agents, and the possibility for the designer to focus on a small portion of the problem at a time, can be exploited. We experimentally validated our system in the scenario provided by Palamede, a low Earth orbit satellite under development at the Department of Aerospace Engineering of the Politecnico di Milano.
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