Network Interference Cancelation for 5G

 |  Login

Show simple item record

dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.advisor Tirkkonen, Olav, Prof., Aalto University, Department of Communications and Networking, Finland
dc.contributor.author Zhou, Liang
dc.date.accessioned 2020-06-04T09:00:04Z
dc.date.available 2020-06-04T09:00:04Z
dc.date.issued 2020
dc.identifier.isbn 978-952-60-3920-6 (electronic)
dc.identifier.isbn 978-952-60-3919-0 (printed)
dc.identifier.issn 1799-4942 (electronic)
dc.identifier.issn 1799-4934 (printed)
dc.identifier.issn 1799-4934 (ISSN-L)
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/44635
dc.description The public defense on 16th June 2020 at 12:00 will be available via remote technology. Link: https://aalto.zoom.us/j/69973396340https://aalto.zoom.us/j/69973396340 Zoom Quick Guide: https://www.aalto.fi/en/services/zoom-quick-guide Electronic online display version of the doctoral thesis is available by email by request from aaltodoc-diss@aalto.fi
dc.description.abstract The future fifth generation (5G) mobile communication systems are currently being developed under expectations of fulfilling various technical requirements, which include massive connectivity, high capacity, low latency and ultra-reliability. In order to achieve high capacity, operating at high frequency spectrum such as millimeter wave is considered as an appealing option, which requires more dense allocation of Transmission Reception Points (TRP). With more micro and macro TRPs deployed with small inter-site distance, cell-edge users in 5G networks may encounter strong interference from neighbor transmissions in both uplink and downlink. Successive Interference Cancelation (SIC) receivers, which are applied in 5G with Non-Orthogonal Multiple Access (NOMA), have been presented as a potential solution for heavy interference scenarios, where the performance gain can be further improved by network Interference Cancelation (IC). Motivated by the demands for improving spectral efficiency in different interference environments, this thesis addresses Radio Resource Management (RRM) optimization with network IC in specific 5G uplink and downlink scenarios. In the uplink, this thesis investigates Device-to-Device (D2D) communications. D2D pairs of transmitters and receivers share the same cellular uplink resource. Situations with and without an uplink cellular user are considered. A centralized RRM optimization algorithm is proposed where the cellular base station maximizes the network utility by adjusting all D2D and cellular users' transmission power, rate and IC configurations. Additionally, distributed RRM algorithms based on strategic games are developed. Simulation results of the centralized and the distribute algorithms show considerable gains in spectral efficiency. In the downlink, a scenario with only cellular users is considered. Each cellular user may perform SIC on one of the two strongest nearby downlink transmissions. This opens up the possibility that a cell-edge user may be served by the second nearest cell, and cancel the interference from the closest cell. This is called cell-edge inversion in this thesis. The utility of the whole network is maximized by a radio resource optimization method that is distributed among the cells. The simulation results show significant improvement of the rate of cell-edge users. en
dc.format.extent 86 + app. 47
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher Aalto University en
dc.publisher Aalto-yliopisto fi
dc.relation.ispartofseries Aalto University publication series DOCTORAL DISSERTATIONS en
dc.relation.ispartofseries 91/2020
dc.relation.haspart [Publication 1]: L. Zhou, K. Ruttik, O. Tirkkonen. Interference Canceling Power Optimization for Device to Device Communication. In 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), Glasgow, pp. 1-5., Jul. 2015. DOI: 10.1109/VTCSpring.2015.7145884
dc.relation.haspart [Publication 2]: Liang Zhou, Kalle Ruttik, Olav Tirkkonen, Randall Berry. Interference Canceling Power Control Games in Gaussian Interference Channels. In IEEE International Symposium on Information Theory, Istanbul, pp. 1112- 1116, Oct. 2013. DOI: 10.1109/ISIT.2013.6620399
dc.relation.haspart [Publication 3]: L. Zhou, O. Tirkkonen, R. Berry. Two-player D2D Interference Canceling Games. In IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Montreal, QC, pp. 1-7, Feb. 2018. DOI: 10.1109/PIMRC.2017.8292615
dc.relation.haspart [Publication 4]: Liang Zhou, Olav Tirkkonen, Randall Berry. D2D Networks with Opportunistic Interference Cancellation. Submitted to IEEE Transactions on Vehicular Technology, Jan 2020
dc.relation.haspart [Publication 5]: L. Zhou, K. Ruttik, O. Tirkkonen, R. Berry. Cell-edge Inversion by Interference Cancellation for Downlink Cellular Systems. In 2014 IEEE International Conference on Communication Systems, Macau, pp. 127-1., Jan. 2015. DOI: 10.1109/ICCS.2014.7024779
dc.subject.other Telecommunications engineering en
dc.title Network Interference Cancelation for 5G en
dc.type G5 Artikkeliväitöskirja fi
dc.contributor.school Sähkötekniikan korkeakoulu fi
dc.contributor.school School of Electrical Engineering en
dc.contributor.department Tietoliikenne- ja tietoverkkotekniikan laitos fi
dc.contributor.department Department of Communications and Networking en
dc.subject.keyword interference cancelation en
dc.subject.keyword radio resource management en
dc.subject.keyword D2D en
dc.subject.keyword game theory en
dc.identifier.urn URN:ISBN:978-952-60-3920-6
dc.type.dcmitype text en
dc.type.ontasot Doctoral dissertation (article-based) en
dc.type.ontasot Väitöskirja (artikkeli) fi
dc.contributor.supervisor Tirkkonen, Olav, Prof., Aalto University, Department of Communications and Networking, Finland
dc.opn Yuan, Di, Prof., Uppsala University, Sweden
dc.rev Saad, Walid, Prof., Virginia Polytechnic Institute and State University, USA
dc.rev Angelakis, Vangelis, Prof., Linköping University, Sweden
dc.date.defence 2020-06-16
local.aalto.formfolder 2020_06_03_klo_16_58
local.aalto.archive yes


Files in this item

This item appears in the following Collection(s)

Show simple item record

Search archive


Advanced Search

article-iconSubmit a publication

Browse