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Abstract:
This paper investigates the consensus problem of large-scale multi-agent systems (MASs) with a directed communication topology, especially for the MAS whose topology contains small strongly connected components. A sufficient and necessary consensus criterion is proposed through the combination of two methods. Firstly, a communication searching algorithm is utilized to make sure that each agent obtains the local topology information of strongly connected component where it is located. Secondly, a state-linear-transformation decomposes the consensus problem into a group of stability problems based on the strongly connected components. The corresponding consensus criterion reduces the computational complexity. Moreover, according to the consensus criterion, a distributed design procedure of gain matrices is proposed based on the homotopy method.
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Source :
NEUROCOMPUTING
ISSN: 0925-2312
Year: 2017
Volume: 222
Page: 54-61
6 . 0 0 0
JCR@2022
ESI Discipline: COMPUTER SCIENCE;
ESI HC Threshold:175
CAS Journal Grade:2
Cited Count:
WoS CC Cited Count: 11
SCOPUS Cited Count: 14
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 6
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