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Repeated game theory as a framework for algorithm development in communication networks

2017-03Journal article Open access
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dc.contributor.authorCoimbra, José
dc.contributor.authorCorreia, Noélia
dc.date.accessioned2019-11-20T15:07:44Z
dc.date.available2019-11-20T15:07:44Z
dc.date.issued2017-03
dc.description.abstractThis article presents a tutorial on how to use repeated game theory as a framework for algorithm development in communication networks. The article starts by introducing the basis of one-stage games and how the outcome of such games can be predicted, through iterative elimination and Nash equilibrium. In communication networks, however, not all problems can be modeled using one-stage games. Some problems can be better modeled through multi-stage games, as many problems in communication networks consist of several iterations or decisions that need to be made over time. Of all the multi-stage games, the infinite-horizon repeated games were chosen to be the focus in this tutorial, because optimal equilibrium settings can be achieved, contrarily to the suboptimal equilibria achieved in other types of game. With the theoretical concepts introduced, it is then shown how the developed game theoretical model, and devised equilibrium, can be used as a basis for the behavior of an algorithm, which is supposed to solve a particular problem and will be running at specific network devices. Copyright (C) 2015 John Wiley & Sons, Ltd.
dc.description.sponsorshipFCT (Foundation for Science and Technology) of Portugal within CEOT (Center for Electronic, Optoelectronic and Telecommunications)
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.1002/dac.3043
dc.identifier.issn1074-5351
dc.identifier.issn1099-1131
dc.identifier.urihttp://hdl.handle.net/10400.1/13187
dc.language.isoeng
dc.peerreviewedyes
dc.publisherWiley
dc.relationIP/OPTICAL INTEGRATION IN ACCESS NETWORK INFRASTRUCTURES: KEY ISSUES ON RESOURCE PROVISIONING
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectRepeated coordination games
dc.subjectWireless access networks
dc.titleRepeated game theory as a framework for algorithm development in communication networks
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleIP/OPTICAL INTEGRATION IN ACCESS NETWORK INFRASTRUCTURES: KEY ISSUES ON RESOURCE PROVISIONING
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBD%2F37808%2F2007/PT
oaire.citation.issue4
oaire.citation.startPageUNSP e3043
oaire.citation.titleInternational Journal of Communication Systems
oaire.citation.volume30
person.familyNameCoimbra
person.familyNameCorreia
person.givenNameJosé
person.givenNameNoélia
person.identifierR-000-DJV
person.identifier.ciencia-idDD19-1F35-B804
person.identifier.orcid0000-0003-1128-4638
person.identifier.orcid0000-0001-7051-7193
person.identifier.ridM-3497-2013
person.identifier.ridM-3554-2013
person.identifier.scopus-author-id24437655600
person.identifier.scopus-author-id8411596100
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsopenAccess
rcaap.typearticle
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relation.isAuthorOfPublicationfdbe5057-0478-46cd-9506-caa73ea79d9f
relation.isAuthorOfPublication.latestForDiscovery5099ed44-3d38-46c3-bcac-b8b19c56e624
relation.isProjectOfPublication95c2df87-209b-4412-bfad-6e9a949dcbd0
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