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How to implement doubly-stochastic matrices for consensus-based distributed algorithms

dc.contributor.authorValcarcel Macua, Sergio
dc.contributor.authorMoreno Leon, Carlos
dc.contributor.authorSamuel Romero, Jhoan
dc.contributor.authorSilva Pereira, Silvana
dc.contributor.authorZazo Muncharaz, Javier
dc.contributor.authorPagès Zamora, Alba Maria
dc.contributor.authorLópez Valcarce, Roberto
dc.contributor.authorZazo Bello, Santiago
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.date.accessioned2014-11-10T17:13:40Z
dc.date.created2014
dc.date.issued2014
dc.identifier.citationValcarcel, S. [et al.]. How to implement doubly-stochastic matrices for consensus-based distributed algorithms. A: IEEE Sensor Array and Multichannel Signal Processing Workshop. "2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM) took place June 22-25, 2014 in A Coruña, Spain". Coruña: Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 333-336.
dc.identifier.isbn978-1-4799-1481-4
dc.identifier.urihttp://hdl.handle.net/2117/24653
dc.description.abstractDoubly-stochastic matrices are usually required by consensus-based distributed algorithms. We propose a simple and efficient protocol and present some guidelines for implementing doubly-stochastic combination matrices even in noisy, asynchronous and changing topology scenarios. The proposed ideas are validated with the deployment of a wireless sensor network, in which nodes run a distributed algorithm for robust estimation in the presence of nodes with faulty sensors. © 2014 IEEE.
dc.format.extent4 p.
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors
dc.subjectÀrees temàtiques de la UPC::Informàtica::Informàtica teòrica::Algorísmica i teoria de la complexitat
dc.subject.lcshWireless communication systems
dc.subject.lcshDistributed algorithms
dc.subject.otherConsensus
dc.subject.otherContiki OS
dc.subject.otherDistributed algorithms
dc.subject.otherRobust estimation
dc.subject.otherWireless sensor network
dc.titleHow to implement doubly-stochastic matrices for consensus-based distributed algorithms
dc.typeConference report
dc.subject.lemacComunicació sense fil, Sistemes de
dc.subject.lemacAlgorismes distribuïts
dc.contributor.groupUniversitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions
dc.identifier.doi10.1109/SAM.2014.6882409
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6882409
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac15282100
dc.description.versionPostprint (published version)
dc.date.lift10000-01-01
local.citation.authorValcarcel, S.; Moreno, C.; Samuel, J.; Silva-Pereira, S.; Zazo, J.; Pages, A.; López, R.; Zazo Bello, Santiago
local.citation.contributorIEEE Sensor Array and Multichannel Signal Processing Workshop
local.citation.pubplaceCoruña
local.citation.publicationName2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM) took place June 22-25, 2014 in A Coruña, Spain
local.citation.startingPage333
local.citation.endingPage336


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