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Barrier Function-Based Adaptive Lyapunov Redesign for Systems Without <i>A Priori</i> Bounded Perturbations

Christopher D. Cruz‐Ancona, Manuel A. Estrada, Leonid Fridman

2021IEEE Transactions on Automatic Control19 citationsDOI

Abstract

The problem of an adaptive Lyapunov redesign is revisited for a class of systems without <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">a priori</i> knowledge of the function majoring nonlinear uncertainties and disturbances. An adaptive barrier function-based gain for unit control is proposed, ensuring an arbitrary <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">a priori</i> predefined uniform ultimate bound for solutions despite the presence of uncertainties and disturbances. The usage of positive semi-definite barrier function generates a continuous control signal adjusting the chattering, when the perturbations are decreasing to zero.

Topics & Concepts

A priori and a posterioriLyapunov functionBounded functionAdaptive controlControl theory (sociology)Function (biology)Lyapunov redesignNonlinear systemMathematicsComputer scienceApplied mathematicsControl (management)Mathematical analysisArtificial intelligencePhysicsPhilosophyBiologyEvolutionary biologyEpistemologyQuantum mechanicsAdaptive Control of Nonlinear SystemsControl and Stability of Dynamical SystemsNeural Networks Stability and Synchronization
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