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Distributed Finite-Time Computation of Digraph Parameters: Left-Eigenvector, Out-Degree and Spectrum
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
2016 (English)In: IEEE Transactions on Control of Network Systems, ISSN 2325-5870, Vol. 3, no 2, 137-148 p., 7100912Article in journal (Refereed) Published
Abstract [en]

Many of the algorithms that have been proposed in the field of distributed computation rely on assumptions that require nodes to be aware of some global parameters. In this paper, we propose algorithms to compute some network parameters in a distributed fashion and in a finite number of steps. More specifically, given an arbitrary strongly connected network of interconnected nodes, by adapting a distributed finite-time approach, we develop distributed strategies that enable nodes to compute the following network parameters: the left-eigenvector, the out-degree, and the spectrum of weighted adjacency matrices.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2016. Vol. 3, no 2, 137-148 p., 7100912
Keyword [en]
distributed finite-time algorithms, left-eigenvector, network parameter computation, out-degree, spectrum
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-194540DOI: 10.1109/TCNS.2015.2428411ISI: 000379600400004Scopus ID: 2-s2.0-84978160951OAI: oai:DiVA.org:kth-194540DiVA: diva2:1043673
Note

QC 20161031

Available from: 2016-10-31 Created: 2016-10-31 Last updated: 2016-10-31Bibliographically approved

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