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Local Synchronization of Directed Lur’e Networks With Coupling Delay via Distributed Impulsive Control Subject to Actuator Saturation

Xiaoxiao Lv, Jinde Cao, Xiaodi Li, Yiping Luo

2022IEEE Transactions on Neural Networks and Learning Systems30 citationsDOI

Abstract

This article studies the local exponential synchronization synthesis problem of directed Lur'e networks with coupling time-varying delay under the distributed impulsive control subject to actuator saturation. First, by utilizing proof by contradiction, impulsive comparison principle, and latest improved convex hull representation of saturation function, some delay-independent sufficient criteria for local exponential synchronization are presented in the form of bilinear matrix inequalities. Meanwhile, a novel method with less conservatism is developed to estimate the domain of attraction, which is radically different from the traditional method by means of contractive invariant set. Second, optimization problems constrained by the transformed linear matrix inequalities are established to acquire the maximum estimates of both the domain of attraction and average impulsive interval (AII), which are conveniently solved by the YALMIP toolbox in MATLAB software. Finally, a numerical simulation is rendered to demonstrate the effectiveness and advantages of the proposed theoretical results.

Topics & Concepts

Control theory (sociology)Parametric statisticsMathematicsActuatorSynchronization (alternating current)MATLABConvex optimizationBilinear interpolationComputer scienceRegular polygonTopology (electrical circuits)Control (management)Operating systemArtificial intelligenceGeometryStatisticsCombinatoricsNeural Networks Stability and SynchronizationDistributed Control Multi-Agent SystemsNonlinear Dynamics and Pattern Formation