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

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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… Click to show full 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.

Keywords: robust adaptive; distributed robust; formation; controller; gradient controller; adaptive gradient

Journal Title: IEEE Transactions on Automatic Control
Year Published: 2021

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