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An improved capacity model based on radio measurements for a 4G and beyond wireless network

dc.contributor.authorParracho, Diogo
dc.contributor.authorDuarte, David
dc.contributor.authorPinto, Iola
dc.contributor.authorVieira, Pedro
dc.date.accessioned2021-07-12T17:10:29Z
dc.date.available2021-07-12T17:10:29Z
dc.date.issued2019-05-13
dc.description.abstractThe mobile networks utilization is increasingly high, which implies a efficient resource network management coupled with a realistic capacity model. The aim of this paper is to present a capacity platform for Fourth Generation (4G) mobile networks, based on real measurements. The core of the proposed method is the deployment of a Multiple Linear Regression (MLR) model, based on propagation conditions, channel quality and delays for a specific cell. Information about how to locate the resource bottleneck and the related handling suggestions are provided. This approach outputs the maximum cell throughput at the busy hour, under realistic conditions. The method was developed using real data extracted from a live mobile network.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationPARRACHO, Diogo; [et al] – An improved capacity model based on radio measurements for a 4G and beyond wireless network. In 2018 21st International Symposium on Wireless Personal Multimedia Communications (WPMC). Chiang Rai, Thailand: IEEE, 2018. ISBN 978-1-5386-5757-7. Pp. 314-318pt_PT
dc.identifier.doi10.1109/WPMC.2018.8712899pt_PT
dc.identifier.eissn1882-5621
dc.identifier.isbn978-1-5386-5757-7
dc.identifier.isbn978-1-5386-5756-0
dc.identifier.isbn978-1-5386-5758-4
dc.identifier.urihttp://hdl.handle.net/10400.21/13544
dc.language.isoengpt_PT
dc.publisherIEEEpt_PT
dc.relation023110 - 16/SI/2016 - Norte Portugal Regional Operational Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF)pt_PT
dc.relation.publisherversionhttps://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8712899pt_PT
dc.subjectWireless networkspt_PT
dc.subjectCapacitypt_PT
dc.subjectMLRpt_PT
dc.subjectCell throughputpt_PT
dc.titleAn improved capacity model based on radio measurements for a 4G and beyond wireless networkpt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876/UID%2FEEA%2F50008%2F2013/PT
oaire.citation.conferencePlace25-28 Nov. 2018 - Chiang Rai, Thailandpt_PT
oaire.citation.endPage318pt_PT
oaire.citation.startPage314pt_PT
oaire.citation.title21st International Symposium on Wireless Personal Multimedia Communications (WPMC)pt_PT
oaire.fundingStream5876
person.familyNamePinto
person.familyNameVieira
person.givenNameIola
person.givenNamePedro
person.identifierR-000-ME5
person.identifier.ciencia-id5715-2B2D-9ADC
person.identifier.ciencia-id071B-9A70-15B8
person.identifier.orcid0000-0002-2945-1441
person.identifier.orcid0000-0003-0279-8741
person.identifier.scopus-author-id34969436900
person.identifier.scopus-author-id7004567421
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsclosedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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