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dc.contributor.authorTalak, Rajat
dc.contributor.authorKaraman, Sertac
dc.contributor.authorModiano, Eytan
dc.date.accessioned2021-10-27T20:36:09Z
dc.date.available2021-10-27T20:36:09Z
dc.date.issued2020
dc.identifier.urihttps://hdl.handle.net/1721.1/136591
dc.description.abstract© 1993-2012 IEEE. Age of information (AoI) is a recently proposed metric for measuring information freshness. AoI measures the time that elapsed since the last received update was generated. We consider the problem of minimizing average and peak AoI in a wireless networks, consisting of a set of source-destination links, under general interference constraints. When fresh information is always available for transmission, we show that a stationary scheduling policy is peak age optimal. We also prove that this policy achieves average age that is within a factor of two of the optimal average age. In the case where fresh information is not always available, and packet/information generation rate has to be controlled along with scheduling links for transmission, we prove an important separation principle: The optimal scheduling policy can be designed assuming fresh information, and independently, the packet generation rate control can be done by ignoring interference. Peak and average AoI for discrete time G/Ber/1 queue is analyzed for the first time, which may be of independent interest.
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.isversionof10.1109/TNET.2019.2946481
dc.rightsCreative Commons Attribution-Noncommercial-Share Alike
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/
dc.sourcearXiv
dc.titleOptimizing Information Freshness in Wireless Networks Under General Interference Constraints
dc.typeArticle
dc.relation.journalNetworking, IEEE-ACM Transactions on
dc.eprint.versionOriginal manuscript
dc.type.urihttp://purl.org/eprint/type/JournalArticle
eprint.statushttp://purl.org/eprint/status/PeerReviewed
dc.date.updated2021-04-30T17:47:29Z
dspace.orderedauthorsTalak, R; Karaman, S; Modiano, E
dspace.date.submission2021-04-30T17:47:30Z
mit.journal.volume28
mit.journal.issue1
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusAuthority Work and Publication Information Needed


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