合作-竞争多代理系统的准双边共识控制:当隐私保护遇上能量收集协议

IF 8.6 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Bin Wei;Junyong Zhai;Engang Tian;Ju H. Park
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引用次数: 0

摘要

本文探讨了一种时变多代理系统(MASs)的准两方共识问题,该系统受制于能量采集协议和随机发生的故障。本研究的创新之处在于:首先,所考虑的系统动态是时变的、随机的,这与实际应用密切相关。同时,提出了一种差分隐私保护机制,通过添加拉普拉斯概率分布的随机噪声来实现敏感信息保护的目标,并提出了一种能量收集程序来收集外部能量进行信息交换。此外,最终控制目标是实现适当的准两方共识控制器,以确保状态/输出误差在允许范围内的概率超过固定标量。通过递归线性矩阵不等式(RLMI)和矩阵分析理论,得出了保证准双向共识的充分条件,并通过解决凸最小化问题获得了最优约束集。最后,通过两个示例证明了所采用方法的可用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quasi-Bipartite Consensus Control of Cooperation-Competition Multiagent Systems: When Privacy Preservation Meets Energy Harvesting Protocols
In this article, we address the quasi-bipartite consensus problem concerning a type of time-varying multiagent systems (MASs), which are subjected to energy harvesting protocols and random occurring faults. The creative aspects of this study can be emphasized as follows: first, the dynamics of the considered system are time-varying and stochastic, which is in accordance with the practical application closely. Meanwhile, a differential privacy protection mechanism is proposed, which realizes the goal of sensitive information protection via adding random noises following the Laplace probability distribution, and an energy collecting procedure is proposed to gather external energy for information exchange. Furthermore, the ultimate control objective is to implement an appropriate quasi-bipartite consensus controller to ensure that the probability of the state/output error residing within an allowable range exceed a fixed scalar. By means of recursive linear matrix inequalities (RLMIs) and the matrix analysis theory, sufficient conditions for guaranteeing quasi-bipartite consensus are derived, and an optimal constraint set is obtained by addressing a convex minimization problem. Finally, the availability of the employed approach are upheld by two illustrative examples.
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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