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Finite-Time Stability Analysis: A Tutorial Survey

Honglei Xu

2020Complexity18 citationsDOIOpen Access PDF

Abstract

In the past decades, there has been a growing research interest in the field of finite-time stability and stabilization. This paper aims to provide a self-contained tutorial review in the field. After a brief introduction to notations and two distinct finite-time stability concepts, dynamical system models, particularly in the form of linear time-varying systems and impulsive linear systems, are studied. The finite-time stability analysis in a quantitative sense is reviewed, and a variety of stability results including state transition matrix conditions, the piecewise continuous Lyapunov-like function theory, and the converse Lyapunov-like theorem are investigated. Then, robustness and time delay issues are studied. Finally, fundamental finite-time stability results in a qualitative sense are briefly reviewed.

Topics & Concepts

Lyapunov functionStability (learning theory)ConverseComputer scienceRobustness (evolution)Dynamical systems theoryMathematicsControl theory (sociology)Linear systemNonlinear systemApplied mathematicsMathematical analysisControl (management)Artificial intelligenceBiochemistryChemistryGeometryQuantum mechanicsMachine learningPhysicsGeneStability and Control of Uncertain SystemsControl and Stability of Dynamical SystemsStability and Controllability of Differential Equations