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Fixed-Time Lyapunov Criteria and State-Feedback Controller Design for Stochastic Nonlinear Systems

Huifang Min, Shengyuan Xu, Baoyong Zhang, Qian Ma, Deming Yuan

2022IEEE/CAA Journal of Automatica Sinica41 citationsDOI

Abstract

This paper investigates the fixed-time stability theorem and state-feedback controller design for stochastic nonlinear systems. We propose an improved fixed-time Lyapunov theorem with a more rigorous and reasonable proof procedure. In particular, an important corollary is obtained, which can give a less conservative upper-bound estimate of the settling time. Based on the backstepping technique and the addition of a power integrator method, a state-feedback controller is skillfully designed for a class of stochastic nonlinear systems. It is proved that the proposed controller can render the closed-loop system fixed-time stable in probability with the help of the proposed fixed-time stability criteria. Finally, the effectiveness of the proposed controller is demonstrated by simulation examples and comparisons.

Topics & Concepts

BacksteppingControl theory (sociology)Settling timeController (irrigation)Nonlinear systemIntegratorFull state feedbackLyapunov stabilityState (computer science)Upper and lower boundsLyapunov functionComputer scienceStability (learning theory)MathematicsCorollaryControl (management)Control engineeringAdaptive controlEngineeringAlgorithmComputer networkPure mathematicsMachine learningMathematical analysisPhysicsStep responseBiologyBandwidth (computing)AgronomyQuantum mechanicsArtificial intelligenceAdaptive Control of Nonlinear SystemsStability and Control of Uncertain SystemsAdvanced Control Systems Optimization
Fixed-Time Lyapunov Criteria and State-Feedback Controller Design for Stochastic Nonlinear Systems | Litcius