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Adaptive Predefined-Time Control for Lü Chaotic Systems via Backstepping Approach

Yingnan Pan, Weiyu Ji, Hongjing Liang

2022IEEE Transactions on Circuits & Systems II Express Briefs24 citationsDOI

Abstract

This brief focuses on the adaptive predefined-time backstepping control for Lü chaotic systems with an unknown parameter. Different from the existing research on convergence-time control for chaotic systems, based on the backstepping technique, an improved predefined-time stable lemma for strict-feedback systems is proposed, which can achieve precise control about convergence time. Moreover, a predefined-time control scheme is designed using the proposed lemma to suppress the chaotic phenomenon and stabilize the Lü chaotic systems with predefined time. And, a novel adaptive updating law is designed to make the derivative of Lyapunov function satisfy the predefined-time stable form. The stability analysis proves that the signals in the Lü chaotic system are predefined-time stable and the convergence time can be specified by the user. Finally, a simulation example is provided to prove the effectiveness of the presented predefined-time control scheme.

Topics & Concepts

BacksteppingControl theory (sociology)Lemma (botany)ChaoticConvergence (economics)Computer scienceLyapunov stabilityTime derivativeAdaptive controlLyapunov functionStability (learning theory)MathematicsControl (management)Nonlinear systemArtificial intelligenceMachine learningPhysicsBiologyQuantum mechanicsEconomic growthEcologyEconomicsPoaceaeMathematical analysisChaos control and synchronizationNeural Networks and ApplicationsNeural Networks Stability and Synchronization