Event-based privacy-consensus control for multiagent systems: An enhanced framework for fault-tolerance and protection against eavesdropping

IF 3.5 2区 数学 Q1 MATHEMATICS, APPLIED
Xiaoyan Hu , Dan Ye
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引用次数: 0

Abstract

This paper investigates the consensus problem of privacy protection for multi-agent systems (MASs) under conditions of compound faults. We develop a fault-tolerant observer that utilizes intermediate variables to estimate both the system state and compound faults, specifically addressing sensor and actuator faults in the physical layer of the system. To safeguard the privacy of communication data at the network layer, a dual protection encoding and decoding strategy is proposed. Furthermore, an intermittent event-triggered mechanism (ETM) is introduced to mitigate the computational and communication burdens imposed by the encoding algorithms. Discrete-time combination measurement values are employed to enhance the generalizability of the ETM. Within the framework of encryption and decryption, fault-tolerant consensus control algorithm is designed to counter two types of eavesdroppers, thereby achieving privacy consensus for MASs while addressing challenges associated with physical layer faults. In the end, a simulation of an island microgrid (MG) with five distributed generators (DGs) is developed to confirm the efficacy of the suggested approach.
多代理系统中基于事件的隐私一致控制:一种增强的容错和防窃听保护框架
研究了复合故障条件下多智能体系统(MASs)隐私保护的一致性问题。我们开发了一个容错观测器,它利用中间变量来估计系统状态和复合故障,特别是处理系统物理层中的传感器和执行器故障。为了保护网络层通信数据的隐私,提出了一种双重保护的编解码策略。此外,引入了一种间歇事件触发机制(ETM)来减轻编码算法带来的计算和通信负担。采用离散时间组合测量值提高ETM的泛化能力。在加解密框架内,设计了容错共识控制算法来对抗两种类型的窃听者,从而在解决物理层故障相关挑战的同时实现MASs的隐私共识。最后,通过对具有5台分布式发电机的孤岛微电网进行仿真,验证了所提方法的有效性。
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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来源期刊
CiteScore
7.90
自引率
10.00%
发文量
755
审稿时长
36 days
期刊介绍: Applied Mathematics and Computation addresses work at the interface between applied mathematics, numerical computation, and applications of systems – oriented ideas to the physical, biological, social, and behavioral sciences, and emphasizes papers of a computational nature focusing on new algorithms, their analysis and numerical results. In addition to presenting research papers, Applied Mathematics and Computation publishes review articles and single–topics issues.
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