A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users

This article treats the resource allocation problem for the downlink of a multi-cell, multiservice Wireless Mobile Communications System (WMCS) with heterogeneous architecture deployed into an urban environment using Long Term Evolution (LTE) and Orthogonal Frequency Division Multiple Access (OFDMA)...

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Autores:
Pachón de la Cruz, Alvaro
García Palomares, Ubaldo
Navarro Cadavid, Andrés
Tipo de recurso:
Revisión
Fecha de publicación:
2015
Institución:
Universidad ICESI
Repositorio:
Repositorio ICESI
Idioma:
eng
OAI Identifier:
oai:repository.icesi.edu.co:10906/78328
Acceso en línea:
http://www.scopus.com/inward/record.url?eid=2-s2.0-84922572725&partnerID=tZOtx3y1
http://hdl.handle.net/10906/78328
http://dx.doi.org/10.1016/j.comnet.2015.01.004
Palabra clave:
Orthogonal frequency division multiplexing (OFDMA)
Optimization
Long Term Evolution (LTE)
Systems engineering and communications
Telecommunication
Resource allocationg
Optimización
Asignación de recursos
Ingeniería de sistemas y comunicaciones
Telecomunicaciones
Rights
openAccess
License
http://purl.org/coar/access_right/c_abf2
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oai_identifier_str oai:repository.icesi.edu.co:10906/78328
network_acronym_str ICESI2
network_name_str Repositorio ICESI
repository_id_str
dc.title.spa.fl_str_mv A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
title A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
spellingShingle A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
Orthogonal frequency division multiplexing (OFDMA)
Optimization
Long Term Evolution (LTE)
Systems engineering and communications
Telecommunication
Resource allocationg
Optimización
Asignación de recursos
Ingeniería de sistemas y comunicaciones
Telecomunicaciones
title_short A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
title_full A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
title_fullStr A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
title_full_unstemmed A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
title_sort A flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by users
dc.creator.fl_str_mv Pachón de la Cruz, Alvaro
García Palomares, Ubaldo
Navarro Cadavid, Andrés
dc.contributor.author.spa.fl_str_mv Pachón de la Cruz, Alvaro
García Palomares, Ubaldo
Navarro Cadavid, Andrés
dc.subject.eng.fl_str_mv Orthogonal frequency division multiplexing (OFDMA)
Optimization
Long Term Evolution (LTE)
Systems engineering and communications
Telecommunication
topic Orthogonal frequency division multiplexing (OFDMA)
Optimization
Long Term Evolution (LTE)
Systems engineering and communications
Telecommunication
Resource allocationg
Optimización
Asignación de recursos
Ingeniería de sistemas y comunicaciones
Telecomunicaciones
dc.subject.en.fl_str_mv Resource allocationg
dc.subject.spa.fl_str_mv Optimización
Asignación de recursos
Ingeniería de sistemas y comunicaciones
Telecomunicaciones
description This article treats the resource allocation problem for the downlink of a multi-cell, multiservice Wireless Mobile Communications System (WMCS) with heterogeneous architecture deployed into an urban environment using Long Term Evolution (LTE) and Orthogonal Frequency Division Multiple Access (OFDMA) in its physical level. The optimization model aims to satisfy services to users by making an efficient use of the available resources, and a fair frequency block allocation, using the Signal to Interference-plus-Noise Ratio (SINR). It is a Mixed Integer Nonlinear Programming (MINLP) model whose solution is complex to obtain directly. The proposed solution algorithm decouples the solution space of the problem and uses an iterative and semi-distributed approach to implement a frequency-domain scheduler in the medium term that uses a global vision of the system to allocate resources trying to obtain the SINR required for all users (the proposed goal). Since it is not always possible to achieve it, we take advantage of the elasticity of some of the services offered and incorporate a slack variable to solve it. The approach allows selecting the frequency allocation strategy, the exploration focus of the search space and the system administrator's vision. The results obtained show that the implementation that uses a coordinated frequency allocation obtains better results in the amount of users with full satisfaction and in the use of power when compared to implementations using other frequency allocation strategies. In scenarios with heterogeneous architecture, the combined effect of picocells and coordinated frequency allocation improves the value for the defined performance metrics.
publishDate 2015
dc.date.accessioned.none.fl_str_mv 2015-09-30T22:24:05Z
dc.date.available.none.fl_str_mv 2015-09-30T22:24:05Z
dc.date.issued.none.fl_str_mv 2015-03-01
dc.type.eng.fl_str_mv info:eu-repo/semantics/review
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dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10906/78328
dc.identifier.doi.none.fl_str_mv http://dx.doi.org/10.1016/j.comnet.2015.01.004
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url http://www.scopus.com/inward/record.url?eid=2-s2.0-84922572725&partnerID=tZOtx3y1
http://hdl.handle.net/10906/78328
http://dx.doi.org/10.1016/j.comnet.2015.01.004
dc.language.iso.eng.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Computer Networks, Vol. 79, No. 14 - 2015
dc.rights.accessrights.eng.fl_str_mv info:eu-repo/semantics/openAccess
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eu_rights_str_mv openAccess
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 16 páginas
dc.format.medium.spa.fl_str_mv Digital
dc.format.mimetype.eng.fl_str_mv application/pdf
dc.coverage.spatial.none.fl_str_mv Madrid de Lat: 40 30 00 N degrees minutes Lat: 40.5000 decimal degrees Long: 003 40 00 W degrees minutes Long: -3.6667 decimal degrees
dc.publisher.spa.fl_str_mv Elsevier
dc.publisher.faculty.spa.fl_str_mv Facultad de Ingeniería
dc.publisher.program.spa.fl_str_mv Ingeniería de sistemas
dc.publisher.department.spa.fl_str_mv Tecnologías de Información y Comunicaciones
dc.publisher.place.spa.fl_str_mv Madrid
institution Universidad ICESI
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spelling Pachón de la Cruz, AlvaroGarcía Palomares, UbaldoNavarro Cadavid, AndrésMadrid de Lat: 40 30 00 N degrees minutes Lat: 40.5000 decimal degrees Long: 003 40 00 W degrees minutes Long: -3.6667 decimal degrees2015-09-30T22:24:05Z2015-09-30T22:24:05Z2015-03-011389-1286http://www.scopus.com/inward/record.url?eid=2-s2.0-84922572725&partnerID=tZOtx3y1http://hdl.handle.net/10906/78328http://dx.doi.org/10.1016/j.comnet.2015.01.004instname: Universidad Icesireponame: Biblioteca Digitalrepourl: https://repository.icesi.edu.co/This article treats the resource allocation problem for the downlink of a multi-cell, multiservice Wireless Mobile Communications System (WMCS) with heterogeneous architecture deployed into an urban environment using Long Term Evolution (LTE) and Orthogonal Frequency Division Multiple Access (OFDMA) in its physical level. The optimization model aims to satisfy services to users by making an efficient use of the available resources, and a fair frequency block allocation, using the Signal to Interference-plus-Noise Ratio (SINR). It is a Mixed Integer Nonlinear Programming (MINLP) model whose solution is complex to obtain directly. The proposed solution algorithm decouples the solution space of the problem and uses an iterative and semi-distributed approach to implement a frequency-domain scheduler in the medium term that uses a global vision of the system to allocate resources trying to obtain the SINR required for all users (the proposed goal). Since it is not always possible to achieve it, we take advantage of the elasticity of some of the services offered and incorporate a slack variable to solve it. The approach allows selecting the frequency allocation strategy, the exploration focus of the search space and the system administrator's vision. The results obtained show that the implementation that uses a coordinated frequency allocation obtains better results in the amount of users with full satisfaction and in the use of power when compared to implementations using other frequency allocation strategies. In scenarios with heterogeneous architecture, the combined effect of picocells and coordinated frequency allocation improves the value for the defined performance metrics.16 páginasDigitalapplication/pdfengElsevierFacultad de IngenieríaIngeniería de sistemasTecnologías de Información y ComunicacionesMadridComputer Networks, Vol. 79, No. 14 - 2015EL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos. Toda persona que consulte ya sea la biblioteca o en medio electrónico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Orthogonal frequency division multiplexing (OFDMA)OptimizationLong Term Evolution (LTE)Systems engineering and communicationsTelecommunicationResource allocationgOptimizaciónAsignación de recursosIngeniería de sistemas y comunicacionesTelecomunicacionesA flexible mid-term frequency domain scheduler for resource allocation in HetNets based on the SINR requested by usersinfo:eu-repo/semantics/reviewhttp://purl.org/coar/resource_type/c_efa0Revisióninfo:eu-repo/semantics/submittedVersionhttp://purl.org/coar/version/c_71e4c1898caa6e32Comunidad Universidad Icesi – Investigadores7914247262ORIGINALdocumento.htmldocumento.htmltext/html301http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/78328/1/documento.html26c2ce0f4becc7a71dc9a5bf672f7dd9MD5110906/78328oai:repository.icesi.edu.co:10906/783282020-05-18 19:30:04.094Biblioteca Digital - Universidad icesicdcriollo@icesi.edu.co