Dynamic resource allocation and activity management for improving energy efficiency and fairness in 5G heterogeneous networks

buir.advisorKaraşan, Ezhan
dc.contributor.authorFar, Amir Behrouzi
dc.date.accessioned2016-09-20T13:54:29Z
dc.date.available2016-09-20T13:54:29Z
dc.date.copyright2016-08
dc.date.issued2016-08
dc.date.submitted2016-09-09
dc.descriptionCataloged from PDF version of article.en_US
dc.descriptionThesis (M.S.): Bilkent University, Department of Electrical and Electronic Engineering, İhsan Doğramacı Bilkent University, 2016.en_US
dc.descriptionIncludes bibliographical references (leaves 75-80).en_US
dc.description.abstractThe higher energy consumption of Heterogeneous Networks (HetNet) compared to Macro Only Networks (MONET) raises a great concern about the energy e ciency of HetNets. In this thesis a dynamic activation strategy is proposed which changes the state of small cells between Active and Idle according to the dynamically changing user tra c in order to increase the energy e ciency of HetNets. Moreover, both inter-tier and inter-cell resource allocations are adjusted dynamically. The proposed strategy, Dynamic Bandwidth Allocation Dynamic Activation (DBADA), is applied in a small cell deployment where HotSpot regions are located at the cell edge and a small cell is located at the center of each HotSpot. The objective is to maximize the sum utility of the network with minimum energy consumption. To ensure proportional fairness in the network, the logarithmic utility function is employed. To evaluate the performance of the DBADA strategy over the proposed network topology, the median and 10- percent rates and the energy consumed per unit of these metrics are studied. Our simulation results reveal that the DBADA strategy can achieve the highest median and 10-percent rates among other scenarios. In addition, compared to always active scenario for small cells, DBADA decreases the energy consumption per unit of median and 10-percent rates by at least 26% and 21%, respectively.en_US
dc.description.provenanceSubmitted by Betül Özen (ozen@bilkent.edu.tr) on 2016-09-20T13:54:29Z No. of bitstreams: 1 Thesis Amir Behrouzi Far.pdf: 4407286 bytes, checksum: da786f5bad34c978d5050df8375216e2 (MD5)en
dc.description.provenanceMade available in DSpace on 2016-09-20T13:54:29Z (GMT). No. of bitstreams: 1 Thesis Amir Behrouzi Far.pdf: 4407286 bytes, checksum: da786f5bad34c978d5050df8375216e2 (MD5) Previous issue date: 2016-09en
dc.description.statementofresponsibilityby Amir Behrouzi Far.en_US
dc.embargo.release2018-06-01
dc.format.extentxii, 80 leaves : illustrations, charts.en_US
dc.identifier.itemidB154030
dc.identifier.urihttp://hdl.handle.net/11693/32245
dc.language.isoEnglishen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHeterogeneous Networksen_US
dc.subjectSmall cellen_US
dc.subjectDynamic activity managementen_US
dc.subjectDynamic resource allocationen_US
dc.subjectProportional fairnessen_US
dc.subjectEnergy e ciencyen_US
dc.titleDynamic resource allocation and activity management for improving energy efficiency and fairness in 5G heterogeneous networksen_US
dc.title.alternative5G çoktürel ağlarda enerji verimliliği ve adaleti iyileştirmek için dinamik kaynak atama ve faaliyet yönetimien_US
dc.typeThesisen_US
thesis.degree.disciplineElectrical and Electronic Engineering
thesis.degree.grantorBilkent University
thesis.degree.levelMaster's
thesis.degree.nameMS (Master of Science)

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