A survey on fault-tolerant consensus control of multi-agent systems: trends, methodologies and prospects

IF 4.9 4区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS International Journal of Systems Science Pub Date : 2022-04-06 DOI:10.1080/00207721.2022.2056772
Chen Gao, Xiao He, Hongli Dong, Hongjian Liu, Guangran Lyu
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引用次数: 41

Abstract

The consensus control problem of multi-agent systems (MASs) has received an increasing research interest with ever-developing consensus theory. Before it can be widely applied to actual engineering, the consensus theory needs to be improved by addressing some practical problems. One of the key problems is how to ensure the desirable performance of each agent as well as the entire MAS when confronted with faults, which is referred to as the fault-tolerant consensus control (FTCC) issue. In this survey, we review the classic and recent results in the context of FTCC from two aspects, namely, physical security and logical security. In addition, we provide the latest results on FTCC where the physical and logical security are considered simultaneously in a framework. Finally, we outline several potential future research topics on the FTCC issue.
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多智能体系统容错共识控制研究进展:趋势、方法与展望
随着一致性理论的不断发展,多智能体系统的一致性控制问题越来越受到人们的关注。共识理论在被广泛应用于实际工程之前,还需要通过解决一些实际问题来加以改进。其中一个关键问题是如何在遇到故障时确保每个代理以及整个MAS的理想性能,这被称为容错一致控制(FTCC)问题。在这项调查中,我们从物理安全和逻辑安全两个方面回顾了FTCC背景下的经典和最新结果。此外,我们还提供了FTCC的最新结果,其中在一个框架中同时考虑了物理和逻辑安全性。最后,我们概述了未来关于FTCC问题的几个潜在研究主题。
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来源期刊
International Journal of Systems Science
International Journal of Systems Science 工程技术-计算机:理论方法
CiteScore
8.00
自引率
9.30%
发文量
164
审稿时长
7.7 months
期刊介绍: International Journal of Systems Science (IJSS) is a world leading journal dedicated to publishing high quality, rigorously reviewed, original papers that contribute to the methodology and practice in emerging systems engineering themes of intelligence, autonomy and complexity. Modern systems are becoming more and more complex and sophisticated in their demand for performance, reliability and increasing autonomy. Historically, highly analytic and numeric-based methods have sufficed, frequently simplifying the problem to allow analytical tractability. Many manufactured and natural systems (biological, ecological and socio-economic) cannot be adequately represented or analyzed without requiring multiple interacting and interconnected frameworks and a common information-processing framework. A wide range of new theories, methodologies and techniques are required to ‘enable’ such systems, and thus engineering and integration to deal with these demands. IJSS therefore encourages original submissions in these areas, with special focus on papers that are strongly novel as well as not being overly applied. Proposals for special issues in cutting-edge areas of systems science are encouraged, and should be discussed with the Editor-in-Chief. Papers that cover those topics related to operations management and logistics will not be accepted for publication in IJSS. Instead they should be submitted directly to sister journal International Journal of Systems Science: Operations & Logistics. Queries regarding submissions can be made by contacting the Editor-in-Chief, whose decision is final.
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