Abstract | ||
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The Laplacian of a graph mathematically formalizes the interactions occurring between nodes/agents connected by a link. Its extension to account for the indirect peer influence through longer paths, weighted as a function of their length, is represented by the notion of transformed d-path Laplacians. In this paper, we propose a second-order consensus protocol based on these matrices and derive criteria for the stability of the error dynamics, which also consider the presence of a communication delay. We show that the new consensus protocol is stable in a wider region of the control gains, but admits a smaller maximum delay than the protocol based on the classical Laplacian. We show numerical examples to illustrate our theoretical results. |
Year | DOI | Venue |
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2019 | 10.1016/j.amc.2018.09.038 | Applied Mathematics and Computation |
Keywords | Field | DocType |
Consensus,,d-path Laplacians,Communication delay | Applied mathematics,Graph,Mathematical optimization,Peer influence,Matrix (mathematics),Mathematics,Laplace operator | Journal |
Volume | ISSN | Citations |
343 | 0096-3003 | 0 |
PageRank | References | Authors |
0.34 | 29 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Lucia Valentina Gambuzza | 1 | 54 | 6.94 |
Mattia Frasca | 2 | 313 | 60.35 |
Ernesto Estrada | 3 | 21 | 8.85 |