Towards Mitigating the Impact of UAVs on Cellular Communications

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorHellaoui, Hameden_US
dc.contributor.authorChelli, Alien_US
dc.contributor.authorBagaa, Milouden_US
dc.contributor.authorTaleb, Tariken_US
dc.contributor.departmentDepartment of Communications and Networkingen
dc.contributor.groupauthorMobile Network Softwarization and Service Customizationen
dc.contributor.organizationUniversity of Agderen_US
dc.date.accessioned2019-04-02T06:55:16Z
dc.date.available2019-04-02T06:55:16Z
dc.date.issued2018en_US
dc.description.abstractThe next generation of Unmanned Aerial Vehicles (UAVs) will rely on mobile networks as a communication infrastructure. Several issues need to be addressed to enable the expected potentials from this communication. In particular, it was demonstrated that flying UAVs perceive a high number of base stations (BSs), consequently causing more interferences on non-serving BSs. This unfortunately results in decreased throughput for ground user equipments (UEs) already connected. Such a problem could be a limiting factor for mobile network-enabled UAVs, due to its consequences on the quality of experience (QoE) of served UEs. This underpins the focus of this article, wherein the effect of UAVs' communication on ground UEs in the uplink scenario is studied. First, given the fact that the nature of flying UAVs introduces particularities that make the underlying communication models different from traditional ones, this work proposes a model for mobile network-enabled UAVs (considering interferences, path loss, and fast fading). Moreover, we also tackle the QoE issue and propose an optimization solution based on adjusting the transmission power of UAVs. Simulations are conducted to evaluate the mobile network performance in the presence of flying UAVs. Our results reveal that as the number of added UAVs increases, a significant increase in the outage is observed. We demonstrate that our power optimization strategy guarantees the QoE for UEs, offers good communication links for UAVs, and reduces the overall interference in the network.en
dc.description.versionPeer revieweden
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationHellaoui, H, Chelli, A, Bagaa, M & Taleb, T 2018, Towards Mitigating the Impact of UAVs on Cellular Communications . in 2018 IEEE Global Communications Conference, GLOBECOM 2018 . IEEE Global Communications Conferences, IEEE, IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, 09/12/2018 . https://doi.org/10.1109/GLOCOM.2018.8648083en
dc.identifier.doi10.1109/GLOCOM.2018.8648083en_US
dc.identifier.isbn978-1-5386-4727-1
dc.identifier.issn2576-6813
dc.identifier.otherPURE UUID: 75d59660-e629-4742-b28c-a29791254f84en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/75d59660-e629-4742-b28c-a29791254f84en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/31975732/ELEC_Hellaoui_Towards_Mitigating_IEEEGlobeCom.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/37335
dc.identifier.urnURN:NBN:fi:aalto-201904022466
dc.language.isoenen
dc.publisherIEEE
dc.relation.ispartofIEEE Global Communications Conferenceen
dc.relation.ispartofseries2018 IEEE Global Communications Conference, GLOBECOM 2018en
dc.relation.ispartofseriesIEEE Global Communications Conferencesen
dc.rightsopenAccessen
dc.titleTowards Mitigating the Impact of UAVs on Cellular Communicationsen
dc.typeA4 Artikkeli konferenssijulkaisussafi
dc.type.versionacceptedVersion

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