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Temporal and spatial spectrum assignment in next generation OFDMA networks through reinforcement learning
dc.contributor.author | Bernardo Álvarez, Francisco |
dc.contributor.author | Agustí Comes, Ramon |
dc.contributor.author | Pérez Romero, Jordi |
dc.contributor.author | Sallent Roig, Oriol |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2010-09-07T15:19:41Z |
dc.date.available | 2010-09-07T15:19:41Z |
dc.date.created | 2009 |
dc.date.issued | 2009 |
dc.identifier.citation | Bernardo, F. [et al.]. Temporal and spatial spectrum assignment in next generation OFDMA networks through reinforcement learning. A: IEEE Vehicular Technology Conference. "IEEE 69th Vehicular Technology Conference". 2009, p. 1-5. |
dc.identifier.isbn | 978-1-4244-2517-4 |
dc.identifier.uri | http://hdl.handle.net/2117/8784 |
dc.description.abstract | This paper proposes a Dynamic Spectrum Assignment strategy in the context of next generation multicell Orthogonal Frequency Division Multiple Access networks. The proposed strategy is able to dynamically find spectrum assignments per cell depending on the spatial and temporal distribution of the users over the scenario. Reinforcement Learning methodology has been employed to implement the strategy, which compared with other fixed and dynamic spectrum assignment strategies shows the best tradeoff between spectral efficiency and Quality-of-Service. |
dc.format.extent | 5 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
dc.subject.lcsh | Quality-of-Service |
dc.subject.lcsh | Signal theory (Telecommunication) |
dc.subject.lcsh | Orthogonal frequency division multiplexing |
dc.title | Temporal and spatial spectrum assignment in next generation OFDMA networks through reinforcement learning |
dc.type | Conference report |
dc.subject.lemac | Senyal, Teoria del (Telecomunicació) |
dc.contributor.group | Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils |
dc.identifier.doi | 10.1109/VETECS.2009.5073876 |
dc.rights.access | Open Access |
local.identifier.drac | 2641394 |
dc.description.version | Postprint (published version) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/216248/EU/End-to-End Efficiency (E3)/E3 |
local.citation.author | Bernardo, F.; Agustí, R.; Pérez-Romero, J.; Sallent, J. |
local.citation.contributor | IEEE Vehicular Technology Conference |
local.citation.publicationName | IEEE 69th Vehicular Technology Conference |
local.citation.startingPage | 1 |
local.citation.endingPage | 5 |