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Quasi-Sure Consensus of Multiagent Systems: G-Noise Communication Protocols Under DoS Attacks | IEEE Journals & Magazine | IEEE Xplore

Quasi-Sure Consensus of Multiagent Systems: G-Noise Communication Protocols Under DoS Attacks


Abstract:

This article addresses the quasi-sure consensus problem for multiagent systems (MASs) in the context of denial-of-service (DoS) attacks. Instead of adopting the conventio...Show More

Abstract:

This article addresses the quasi-sure consensus problem for multiagent systems (MASs) in the context of denial-of-service (DoS) attacks. Instead of adopting the conventional noise-based protocols driven by Brownian motion, a novel G-noise communication protocol is first proposed to realize the consensus. Moreover, the consensus protocol not only contains time-varying and nonlinear characteristics but also focuses on DoS attacks. The protocol driven by the G-Brownian motion is characterized in the sublinear expectation framework, which leads to the infeasibility of the existing theory. To overcome the difficulty, a new theoretical framework is established to develop a consensus criterion. More specifically, first, the nonzero property of MASs is introduced to ensure the rationality of the construction for the Lyapunov function. Then, a sufficient criterion for guaranteeing the consensus of MASs is demonstrated by utilizing the Lyapunov method, graph theory, and stochastic analysis theory, which depends on DoS duration, noise intensity, and G-Brownian motion parameters. Ultimately, theoretical results are associated with islanded microgrid systems with numerical simulation being exploited.
Published in: IEEE Transactions on Control of Network Systems ( Volume: 10, Issue: 2, June 2023)
Page(s): 1018 - 1031
Date of Publication: 14 October 2022

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