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Adaptive Consensus Control of Multiagent Systems With an Unstable High-Dimensional Leader and Switching Topologies

Jian Sun, Hongbo Lei, Jianxin Zhang, Lei Liu, Qihe Shan

2024IEEE Transactions on Industrial Informatics16 citationsDOI

Abstract

This article addresses an adaptive consensus control problem for heterogeneous multiagent systems (MASs) with switching disconnected topologies. Unlike the existing works on switching disconnected topologies, the unstable high-dimensional leader is first considered in this work. To tackle this problem, we propose a novel blockwise energy descent approach. This approach divides the switching periods into several time blocks and mines the operation laws of agents within these blocks. Then, the descent phenomenon at switching time can be obtained, which can be used to counteract the divergence within the switching periods. Building upon this, we develop a time-varying Lyapunov function to describe the system's dynamics and establish conditions for achieving the output consensus. Finally, we develop a simulation example to confirm the validity of our theoretical results.

Topics & Concepts

Network topologyMulti-agent systemComputer scienceLyapunov functionConsensusGradient descentControl theory (sociology)Descent (aeronautics)Divergence (linguistics)Fast switchingTopology (electrical circuits)Control (management)Distributed computingMathematicsEngineeringArtificial neural networkComputer networkArtificial intelligenceLinguisticsElectrical engineeringQuantum mechanicsAerospace engineeringVoltageNonlinear systemPhilosophyPhysicsCombinatoricsDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationAdaptive Control of Nonlinear Systems