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Distributed Robust Adaptive Gradient Controller in Distance-Based Formation Control With Exogenous Disturbance

Yoo‐Bin Bae, Young‐Hun Lim, Hyo‐Sung Ahn

2020IEEE Transactions on Automatic Control52 citationsDOI

Abstract

In this article, we present a distributed robust adaptive gradient controller for distance-based formation systems with exogenous disturbances. Based on the proposed controller, we consider two undirected formation topologies: Minimally infinitesimally rigid formation and nonminimally infinitesimally rigid formation. For both formation systems, we show that the distributed robust adaptive gradient controller guarantees a local stability of formation systems with exogenous disturbances. Furthermore, an upper-boundedness set of squared-distance error is obtained based on Lyapunov stability analysis for minimally infinitesimally rigid formation systems. We verify the validity of the theoretical results through numerical simulations.

Topics & Concepts

Control theory (sociology)InfinitesimalController (irrigation)Adaptive controlRobust controlDisturbance (geology)Stability (learning theory)Lyapunov stabilityRobustness (evolution)MathematicsComputer scienceControl systemControl (management)Mathematical analysisEngineeringArtificial intelligenceMachine learningChemistryPaleontologyBiochemistryElectrical engineeringBiologyGeneAgronomyDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationAdaptive Control of Nonlinear Systems
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