Distributed Adaptive Control of Synchronization in Complex Networks

Wenwu Yu, Pietro DeLellis, Guanrong Chen, Mario di Bernardo, Juergen Kurths

Research output: Contribution to journalArticle (Academic Journal)peer-review

271 Citations (Scopus)

Abstract

This technical note studies distributed adaptive control of synchronization in complex networks. An effective distributed adaptive strategy to tune the coupling weights of a network is designed based on local information of node dynamics. The analysis is then extended to the case where only a small fraction of coupling weights can be adjusted. A general criterion is derived and it is found that synchronization can be reached if the subgraph consisting of the edges and nodes corresponding to the updated coupling weights is connected. Finally, simulation examples are given to illustrate the theoretical analysis.

Original languageEnglish
Pages (from-to)2153-2158
Number of pages6
JournalIEEE Transactions on Automatic Control
Volume57
Issue number8
DOIs
Publication statusPublished - Aug 2012

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