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Flexible capacity sharing in multi-tenant wireless networks through fuzzy neural controllers
dc.contributor.author | Pérez Romero, Jordi |
dc.contributor.author | Sallent Roig, Oriol |
dc.contributor.author | Ferrús Ferré, Ramón Antonio |
dc.contributor.author | Agustí Comes, Ramon |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
dc.date.accessioned | 2018-02-27T14:39:39Z |
dc.date.available | 2018-02-27T14:39:39Z |
dc.date.issued | 2017 |
dc.identifier.citation | Perez-Romero, J., Sallent, J., Ferrús, R., Agusti, R. Flexible capacity sharing in multi-tenant wireless networks through fuzzy neural controllers. A: IEEE Global Communications Conference. "2017 IEEE Global Communications Conference (GLOBECOM): proceedings: Singapore: 4-8 December 2017". Singapur: Institute of Electrical and Electronics Engineers (IEEE), 2017. |
dc.identifier.isbn | 978-1-5090-5019-2 |
dc.identifier.uri | http://hdl.handle.net/2117/114553 |
dc.description | © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes,creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
dc.description.abstract | The introduction of multi-tenancy in the Radio Access Network (RAN) is seen as a relevant capability of future 5G systems to support the challenging capacity requirements in a cost-effective way. Multi-tenancy brings in new challenges in the way how the RAN has to be managed and operated in order to provide the agreed service levels to each tenant and at the same time achieve an efficient utilization of the radio resources. This paper proposes a new solution for flexible capacity sharing among tenants based on a hybrid centralized/distributed Self- Organizing Network (SON) function to automatically adjust the Admission Control (AC) settings of the different cells. The proposed solution makes use of fuzzy neural controllers that provide intrinsic benefits in terms of dealing with the uncertainties of complex cellular scenarios and introducing the formulation of preferences and policies in the decision process. Together with the detailed description of the different components of the proposed solution, the paper presents an initial evaluation that provides sufficient insight into the potentials of the fuzzy neural hybrid SON to stimulate further and subsequent analysis. |
dc.language.iso | eng |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Comunicacions mòbils |
dc.subject.lcsh | Wireless communication systems |
dc.subject.lcsh | Mobile communication systems |
dc.subject.other | Multi-tenancy |
dc.subject.other | RAN sharing |
dc.subject.other | Self-organizing networks (SON) |
dc.subject.other | Fuzzy neural control |
dc.subject.other | Admission control |
dc.title | Flexible capacity sharing in multi-tenant wireless networks through fuzzy neural controllers |
dc.type | Conference report |
dc.subject.lemac | Comunicació sense fil, Sistemes de |
dc.subject.lemac | Comunicacions mòbils, Sistemes de |
dc.contributor.group | Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils |
dc.identifier.doi | 10.1109/GLOCOM.2017.8254071 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://ieeexplore.ieee.org/document/8254071/ |
dc.rights.access | Open Access |
local.identifier.drac | 21994050 |
dc.description.version | Postprint (author's final draft) |
dc.relation.projectid | info:eu-repo/grantAgreement/MINECO//TEC2013-41698-R/ES/REDES MOVILES EFICIENTES PARA LA AMPLIACION DE SERVICIOS A NUEVOS SECTORES PROFESIONALES/ |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/H2020/671596/EU/Small cEllS coordinAtion for Multi-tenancy and Edge services/SESAME |
local.citation.author | Perez-Romero, J.; Sallent, J.; Ferrús, R.; Agusti, R. |
local.citation.contributor | IEEE Global Communications Conference |
local.citation.pubplace | Singapur |
local.citation.publicationName | 2017 IEEE Global Communications Conference (GLOBECOM): proceedings: Singapore: 4-8 December 2017 |