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dc.contributor.authorBernardo Álvarez, Francisco
dc.contributor.authorAgustí Comes, Ramon
dc.contributor.authorPérez Romero, Jordi
dc.contributor.authorSallent Roig, Oriol
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.date.accessioned2010-09-07T15:10:13Z
dc.date.available2010-09-07T15:10:13Z
dc.date.created2010
dc.date.issued2010
dc.identifier.citationBernardo, F. [et al.]. A novel framework for dynamic spectrum management in multiCell OFDMA networks based on reinforcement learning. A: IEEE Wireless Communications and Networking Conference. "IEEE Wireless Communications and Networking Conference (WCNC 2009)". Budapest: 2010, p. 1-6.
dc.identifier.isbn978-1-4244-2947-9
dc.identifier.urihttp://hdl.handle.net/2117/8783
dc.description.abstractIn this work the feasibility of Reinforcement Learning (RL) for Dynamic Spectrum Management (DSM) in the context of next generation multicell Orthogonal Frequency Division Multiple Access (OFDMA) networks is studied. An RL-based algorithm is proposed and it is shown that the proposed scheme is able to dynamically find spectrum assignments per cell depending on the spatial distribution of the users over the scenario. In addition the proposed scheme is compared with other fixed and dynamic spectrum strategies showing the best tradeoff between spectral efficiency and Quality-of-Service (QoS).
dc.format.extent6 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació
dc.subject.lcshReinforcement learning
dc.subject.lcshSignal theory (Telecommunication)
dc.subject.lcshQuality of Service
dc.subject.lcshOrthogonal frequency division multiplexing
dc.titleA novel framework for dynamic spectrum management in multiCell OFDMA networks based on reinforcement learning
dc.typeConference report
dc.subject.lemacSenyal, Teoria del (Telecomunicació)
dc.contributor.groupUniversitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils
dc.identifier.doi10.1109/WCNC.2009.4917524
dc.rights.accessOpen Access
local.identifier.drac2641367
dc.description.versionPostprint (published version)
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/FP7/216248/EU/End-to-End Efficiency (E3)/E3
local.citation.authorBernardo, F.; Agustí, R.; Pérez-Romero, J.; Sallent, J.
local.citation.contributorIEEE Wireless Communications and Networking Conference
local.citation.pubplaceBudapest
local.citation.publicationNameIEEE Wireless Communications and Networking Conference (WCNC 2009)
local.citation.startingPage1
local.citation.endingPage6


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