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dc.contributor.authorCollados Zamora, Kevin
dc.contributor.authorGorricho Moreno, Juan Luis
dc.contributor.authorSerrat Fernández, Juan
dc.contributor.authorHu, Zheng
dc.contributor.authorXu, Ke
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica
dc.date.accessioned2015-10-15T17:08:46Z
dc.date.issued2015
dc.identifier.citationKevin, C., Gorricho, J., Serrat, J., Hu, Z., Xu, K. An intelligent two-agent self-configuration approach for radio resource management. A: IFIP/IEEE International Symposium on Integrated Network Management. "2015 IFIP/IEEE International Symposium on Integrated Network Management (IM 2015): Ottawa, Ontario, Canada: 11-15 May 2015". Ottawa: Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 706-712.
dc.identifier.isbn9781479982424
dc.identifier.urihttp://hdl.handle.net/2117/77790
dc.description.abstractIn this paper we propose the use of a two-agent learning scheme for the management of radio resources on cellular access networks. The management is materialized by the implementation of a self-configuration system governing the setup of several parameters on each base station. The two agents have independent goals; one is trying to maximize the quality of service and the other the economic benefit. Thanks to the combined use of the fuzzy logic technique and reinforcement learning, both agents will work in a complementary mode, achieving both goals simultaneously.
dc.format.extent7 p.
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Lògica matemàtica
dc.subject.lcshFuzzy logic
dc.subject.lcshNetwork performance (Telecommunication)
dc.subject.otherSelf-configuration
dc.subject.otherReinforcement-learning
dc.subject.otherFuzzy logic
dc.titleAn intelligent two-agent self-configuration approach for radio resource management
dc.typeConference report
dc.subject.lemacLògica difusa
dc.subject.lemacQualitat del servei (Telecomunicació)
dc.contributor.groupUniversitat Politècnica de Catalunya. MAPS - Management, Pricing and Services in Next Generation Networks
dc.identifier.doi10.1109/INM.2015.7140359
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7140359
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac16655307
dc.description.versionPostprint (published version)
dc.relation.projectidinfo:eu-repo/grantAgreement/MINECO/6PN/TEC2012-38574-C02-02
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/FP7/269323/EU/End-to-end Virtual Resource Management across Heterogeneous Networks and Services/EVANS
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/FP7/318488/EU/Management of the Future Internet/FLAMINGO
dc.date.lift10000-01-01
local.citation.authorKevin, C.; Gorricho, J.; Serrat, J.; Hu, Z.; Xu, K.
local.citation.contributorIFIP/IEEE International Symposium on Integrated Network Management
local.citation.pubplaceOttawa
local.citation.publicationName2015 IFIP/IEEE International Symposium on Integrated Network Management (IM 2015): Ottawa, Ontario, Canada: 11-15 May 2015
local.citation.startingPage706
local.citation.endingPage712


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