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Consensus for a Class of Multiagent Systems With Time Delays: A Systematic Study in Parameter Space

Yu-Jiao Chen, Xu-Guang Li, Gao-Xia Fan, Yingwei Zhang

2023IEEE Transactions on Automatic Control10 citationsDOI

Abstract

This paper considers the consensus of a general class of second-order multi-agent systems (MASs) with time delays, where the controller is of the common proportional and derivative (PD) type. All the delay and the controller gains are treated as free parameters in this paper, and our objective is to develop a parameter-space approach, which has not been reported in the literature. First, we adopt the complete stability analysis w.r.t. delay under a given PD controller for the corresponding characteristic equations. Next, we divide the controller parameter plane. For each divided region, the type concerning the consensus property can be qualitatively determined. Combining the above steps, we present a parameter-space approach. By using this approach, we can qualitatively as well as quantitatively identify all the consensus set in the whole space of delay plus controller parameters. Finally, the effectiveness and advantage will be clearly demonstrated by examples.

Topics & Concepts

Controller (irrigation)Control theory (sociology)Parameter spaceClass (philosophy)Set (abstract data type)Space (punctuation)Computer scienceProperty (philosophy)ConsensusStability (learning theory)Multi-agent systemMathematicsMathematical optimizationControl (management)Artificial intelligenceStatisticsPhilosophyMachine learningBiologyAgronomyProgramming languageEpistemologyOperating systemDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationMathematical and Theoretical Epidemiology and Ecology Models
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