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Distributed consensus of linear multi-agent systems with switching directed topologies
Authors
Author Affiliations
Southeast University, Australian Defence Force Academy
Year2014
Citations12
Abstract
This paper addresses the distributed consensus problem for a linear multi-agent system with switching directed communication topologies. By appropriately introducing a linear transformation, the consensus problem is equivalently converted to a stabilization problem for a class of switched linear systems. Some sufficient consensus conditions are then derived by using tools from the matrix theory and stability analysis of switched systems. It is proved that consensus in such a multi-agent system can be ensured if each agent is stabilizable and each possible directed topology contains a directed spanning tree. Finally, a numerical simulation is given for illustration.
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Fields & Keywords
Physical SciencesComputer ScienceComputer Networks and CommunicationsDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationMathematical and Theoretical Epidemiology and Ecology ModelsDistributed computingMathematical optimizationAlgorithmComputer networkDiscrete mathematicsArtificial intelligenceCombinatoricsMathematical analysisMachine learning