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dc.contributor.authorKadota, Igor
dc.contributor.authorSinha, Abhishek
dc.contributor.authorModiano, Eytan H
dc.date.accessioned2020-04-16T13:34:29Z
dc.date.available2020-04-16T13:34:29Z
dc.date.issued2018-04
dc.identifier.isbn9781538641286
dc.identifier.urihttps://hdl.handle.net/1721.1/124684
dc.description.abstractAge of Information (AoI) is a performance metric that captures the freshness of the information from the perspective of the destination. The AoI measures the time that elapsed since the generation of the packet that was most recently delivered to the destination. In this paper, we consider a single-hop wireless network with a number of nodes transmitting time-sensitive information to a Base Station and address the problem of minimizing the Expected Weighted Sum AoI of the network while simultaneously satisfying timely-throughput constraints from the nodes. We develop three low-complexity transmission scheduling policies that attempt to minimize AoI subject to minimum throughput requirements and evaluate their performance against the optimal policy. In particular, we develop a randomized policy, a Max-Weight policy and a Whittle's Index policy, and show that they are guaranteed to be within a factor of two, four and eight, respectively, away from the minimum AoI possible. In contrast, simulation results show that Max-Weight outperforms the other policies, both in terms of AoI and throughput, in every network configuration simulated, and achieves near optimal performance.en_US
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/infocom.2018.8486307en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceMIT web domainen_US
dc.titleOptimizing Age of Information in Wireless Networks with Throughput Constraintsen_US
dc.typeArticleen_US
dc.identifier.citationKadota, Igor, Sinha, Abhishek, and Modiano, Eytan. "Optimizing Age of Information in Wireless Networks with Throughput Constraints," IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, April 2018, Honolulu, HI, 2018 Institute of Electrical and Electronics Engineers.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Laboratory for Information and Decision Systemsen_US
dc.relation.journalIEEE INFOCOM 2018 - IEEE Conference on Computer Communicationsen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dc.date.updated2019-10-30T15:37:05Z
dspace.date.submission2019-10-30T15:37:09Z
mit.metadata.statusComplete


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