多智能体系统自主协同运行的分布式分散架构

A. Yavnai
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引用次数: 10

摘要

本文提出了一种新的分布式分散的多智能体系统的组织、指挥、控制和通信体系结构(C/sup /),该体系结构具有协同性和自主性。该架构可应用于多个无人水下航行器(uuv)、无人飞行器(uav)、无人地面航行器(ugv)、无人太空航行器(usv)或任何其他类型的自主协作多智能体系统。多智能体系统自主协作操作的基本原理源于在时间、空间资源和可用性约束下执行关键任务的需要,这些任务超出了单个智能体成功执行的能力。如果系统代理是地理分布的,那么协作操作是一种合理的方法。它支持信息共享、资源共享、有效的资源分配、上下文和情境驱动的响应、变化条件下的鲁棒性和灵活性以及冗余。所提出的体系结构的一个关键特征是,所有代理在感知、信息处理、决策、通信和任务相关能力方面都是相同的。因此,一个失败的代理在功能上可以由对等代理替换。该体系结构是分布式的,也是去中心化的。它通过四个主要构建块实现,这些构建块嵌入到每个代理中。
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Distributed decentralized architecture for autonomous cooperative operation of multiple agent system
This paper presents a new distributed decentralized architecture for the organization, command, control and communication (C/sup 3/) of multiple agent system which has to execute a mission, cooperatively and autonomously. This architecture can be applied to multiple unmanned underwater vehicles (UUVs), to unmanned air vehicles (UAVs), as well as to unmanned ground vehicles (UGVs), unmanned space vehicles (USVs) or to any other types of autonomous cooperative multiple agent systems. The rationale for autonomous cooperative operation of a multiple agent system, stems from the need to execute critical missions under time, space resources and availability constraints, which are beyond the capability of a single agent to perform successfully. If the system agents are distributed geographically, cooperative operation is a reasonable approach. It supports share of information, share of resources, efficient resource allocation, context and situation driven responsiveness, robustness and flexibility under changing conditions, as well as redundancy. A key feature of the proposed architecture is that all the agents are identical in their sensing, information processing, decision making, communication and mission related capabilities. Thus, a failed agent can be functionally replaced by a peer agent. The architecture is both distributed and decentralized. It is implemented via four major building blocks, which are embedded within each agent.
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