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Prescribed Finite-Time Output Feedback Consensus Tracking for Nonlinear Multi-Agent Systems With Time-Varying Delays

Shu-Yi Wei, Yuan‐Xin Li, Choon Ki Ahn

2023IEEE Transactions on Network Science and Engineering11 citationsDOI

Abstract

This article concentrates on the prescribed performance control problem of nonlinear time-varying delay (TD) multiagent systems (MASs). This problem is more challenging to address when considering unstructured uncertainties and immeasurable states. By applying the approximation ability of a fuzzy logic system (FLS), a fuzzy state observer is reconstructed. Furthermore, a Lyapunov-Krasovskii functional is employed to cope with TD, after which an FLS-based adaptive prescribed finite-time control scheme, which enables the convergence time and region to be predetermined, is presented. Meanwhile, the boundedness of the signals is guaranteed. Theoretical studies and practical simulations were performed to certify the validity of the presented algorithm.

Topics & Concepts

Control theory (sociology)Multi-agent systemNonlinear systemConvergence (economics)Observer (physics)Fuzzy logicComputer scienceTracking (education)BacksteppingFuzzy control systemScheme (mathematics)Adaptive controlMathematicsControl (management)Artificial intelligencePedagogyPsychologyMathematical analysisEconomicsPhysicsEconomic growthQuantum mechanicsDistributed Control Multi-Agent SystemsAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming Control
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