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Proportional–Integral Observer-Based State Estimation for Singularly Perturbed Complex Networks With Cyberattacks

Lidan Liang, Jun Cheng, Jinde Cao, Zheng-Guang Wu, Wu-Hua Chen

2022IEEE Transactions on Neural Networks and Learning Systems39 citationsDOI

Abstract

This article investigates the asynchronous proportional-integral observer (PIO) design issue for singularly perturbed complex networks (SPCNs) subject to cyberattacks. The switching topology of SPCNs is regulated by a nonhomogeneous Markov switching process, whose time-varying transition probabilities are polytope structured. Besides, the multiple scalar Winner processes are applied to character the stochastic disturbances of the inner linking strengths. Two mutually independent Bernoulli stochastic variables are exploited to characterize the random occurrences of cyberattacks. In a practical viewpoint, by resorting to the hidden nonhomogeneous Markov model, an asynchronous PIO is formulated. Under such a framework, by applying the Lyapunov theory, sufficient conditions are established such that the augmented dynamic is mean-square exponentially ultimately bounded. Finally, the effectiveness of the theoretical results is verified by two numerical simulations.

Topics & Concepts

Bernoulli's principleAsynchronous communicationMarkov chainMarkov processObserver (physics)State (computer science)MathematicsComputer sciencePolytopeStochastic processControl theory (sociology)Lyapunov functionTopology (electrical circuits)Mathematical optimizationNetwork topologyScalar (mathematics)Complex networkCharacter (mathematics)Random variableBernoulli distributionApplied mathematicsExponential stabilityVariable-order Markov modelState observerHidden Markov modelRobustness (evolution)State variableMarkov modelNeural Networks Stability and SynchronizationStability and Control of Uncertain SystemsDistributed Control Multi-Agent Systems
Proportional–Integral Observer-Based State Estimation for Singularly Perturbed Complex Networks With Cyberattacks | Litcius