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Distributed Fault Detection and Dynamic Event-Triggered Consensus for Heterogeneous Multiagent Systems Under Deception Attacks

Shanglin Li, Yangzhou Chen, Peter Liu

2023IEEE Transactions on Circuits and Systems I Regular Papers40 citationsDOI

Abstract

This paper focuses on the problem of distributed fault detection and leader-following output consensus for heterogeneous multiagent systems subject to deception attacks. During the information exchange and dissemination, a malicious attacker can make full use of specialized computer technology and launch stochastic deception attacks against some vulnerable agents over the network. The attack signals in actual operation tend to be energy-constrained, and Bernoulli distribution can be used to describe the random features. Taking the attack information into account, the distributed fault detection observer and the dynamic consensus compensator are designed in two separate steps. In order to reduce unnecessary information transmission, a dynamic event-triggered mechanism with output-dependent threshold is introduced to the adjustment of consensus protocol. According to Lyapunov stability theory and linear matrix inequality (LMI) techniques, sufficient conditions are derived for developing the model gains of the observer and the compensator. Finally, a simulation example of RLC circuit systems is provided to illustrate the effectiveness of the obtained theoretical results.

Topics & Concepts

DeceptionComputer scienceObserver (physics)Control theory (sociology)Multi-agent systemLyapunov stabilityInformation exchangeLinear matrix inequalityConsensusBernoulli distributionFault (geology)Distributed computingRandom variableControl (management)Mathematical optimizationMathematicsArtificial intelligenceSocial psychologyGeologyPhysicsTelecommunicationsSeismologyPsychologyStatisticsQuantum mechanicsDistributed Control Multi-Agent SystemsAdvanced Memory and Neural ComputingNeural Networks Stability and Synchronization
Distributed Fault Detection and Dynamic Event-Triggered Consensus for Heterogeneous Multiagent Systems Under Deception Attacks | Litcius