Energy harvesting irregular repetition ALOHA with replica concatenation

buir.contributor.authorAkyıldız, Talha
buir.contributor.authorDuman, Tolga M.
buir.contributor.orcidAkyıldız, Talha|0000-0002-6889-9169
buir.contributor.orcidDuman, Tolga M.|0000-0002-5187-8660
dc.citation.epage968en_US
dc.citation.issueNumber2en_US
dc.citation.spage955en_US
dc.citation.volumeNumber20en_US
dc.contributor.authorAkyıldız, Talha
dc.contributor.authorDemirhan, U.
dc.contributor.authorDuman, Tolga M.
dc.date.accessioned2022-02-05T11:03:24Z
dc.date.available2022-02-05T11:03:24Z
dc.date.issued2021
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.description.abstractIn this paper, we consider an asynchronous random access scheme called irregular repetition ALOHA (IRA) as a generalization of contention resolution ALOHA (CRA) with varying repetitions. We present an asymptotic performance analysis of CRA and IRA on the collision channel for regular and irregular repetition rates. We also propose an improvement by merging the clean parts of packet replicas in partial collisions, and extend our analysis to this scenario as well. Specific designs of repetition distributions based on the new analysis show that the optimized solutions of irregular repetition slotted ALOHA (IRSA) perform well in both IRA and the enhanced scheme, and they considerably outperform the regular repetition distributions. We also introduce energy harvesting (EH) to both schemes as a practical and sustainable adaptation, where users are able to harvest energy and store it in their finite-capacity batteries. We model the battery state by a discrete-time Markov chain and derive an optimal transmission policy to maximize the asymptotic performance of the system. We provide comprehensive numerical results for both practical and asymptotic scenarios to verify the validity of the proposed analyses, and illustrate the benefits of the proposed systems.en_US
dc.identifier.doi10.1109/TWC.2020.3029387en_US
dc.identifier.eissn1558-2248
dc.identifier.issn1536-1276
dc.identifier.urihttp://hdl.handle.net/11693/77089
dc.language.isoEnglishen_US
dc.publisherIEEEen_US
dc.relation.isversionofhttps://doi.org/10.1109/TWC.2020.3029387en_US
dc.source.titleIEEE Transactions on Wireless Communicationsen_US
dc.subjectRandom accessen_US
dc.subjectContention resolution ALOHAen_US
dc.subjectIrregular repetition ALOHAen_US
dc.subjectAsymptotic analysisen_US
dc.subjectSuccessive interference cancellationen_US
dc.subjectEnergy harvestingen_US
dc.titleEnergy harvesting irregular repetition ALOHA with replica concatenationen_US
dc.typeArticleen_US

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