A survey on NB-IoT random access : approaches for uplink radio access network congestion management

dc.contributor.authorIiyambo, Loini
dc.contributor.authorHancke, Gerhard P.
dc.contributor.authorAbu-Mahfouz, Adnan Mohammed
dc.date.accessioned2024-10-25T06:07:29Z
dc.date.available2024-10-25T06:07:29Z
dc.date.issued2024-06
dc.description.abstractNarrowband Internet of Things (NB-IoT) is one of the most promising technologies for enabling reliable communication among low-power, and low cost devices present in massive machine-type communications (mMTC). In NB-IoT, random access (RA) is implemented in the medium access control (MAC) layer to resolve access contention among massive IoT devices. Efficient network access techniques are required to effectively solve the massive access issues in NB-IoT, guaranteeing increased throughput and high spectrum utilization. In this paper, we present a comprehensive overview of NB-IoT towards supporting mMTC, with focus on the NB-IoT coexistence with 5G, as well the design challenges and requirements of RA in NB-IoT. Moreover, available literature is reviewed to highlight the RA congestion control schemes proposed during the past few years to alleviate RA collisions. While existing RA approaches mainly focus on conventional contention-based techniques for performing RA, intelligent learning based and grant-free Non-Orthogonal Multiple Access (NOMA) have been identified as a potential candidates to increase the transmission efficiency of mMTC applications.en_US
dc.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.sdgSDG-09: Industry, innovation and infrastructureen_US
dc.description.urihttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639en_US
dc.identifier.citationIiyambo, L., Hancke, G.P., Abu-Mahfouz, A.M. 2024, 'A survey on NB-IoT random access : approaches for uplink radio access network congestion management', IEEE Access, vol. 12, pp. 95487-95506, doi : 10.1109/ACCESS.2024.3419216.en_US
dc.identifier.issn2169-3536 (online)
dc.identifier.other10.1109/ACCESS.2024.3419216
dc.identifier.urihttp://hdl.handle.net/2263/98768
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.rights© 2024 The Authors. This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. For more information, see https://creativecommons.org/licenses/by-nc-nd/4.0/.en_US
dc.subjectRandom accessen_US
dc.subjectRadio access network congestionen_US
dc.subjectGrant-free non-orthogonal multiple accessen_US
dc.subjectMachine learningen_US
dc.subjectNarrowband Internet of Things (NB-IoT)en_US
dc.subjectMassive machine-type communications (mMTC)en_US
dc.subjectSDG-09: Industry, innovation and infrastructureen_US
dc.titleA survey on NB-IoT random access : approaches for uplink radio access network congestion managementen_US
dc.typeArticleen_US

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