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Rate Change Detection in Stationary Cellular Nodes
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (Disco, Computer Networking)
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (Disco, Computer Networking)ORCID iD: 0000-0002-8731-2482
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (Disco, Computer Networking)ORCID iD: 0000-0003-4147-9487
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (Disco, Computer Networking)ORCID iD: 0000-0001-7311-9334
2019 (English)In: Proceedings of the Fifteenth Swedish National Computer NetworkingWorkshop (SNCNW), Luleå, Sweden. 4-5 June, 2019Conference paper, Published paper (Refereed)
Abstract [en]

An increasing number of cellular congestion controlalgorithms (CCAs) are relying on measurements of the deliveryrate observed at the receiver. Accordingly, early detection ofchanges in the receiver’s rate would improve the performanceof such algorithms. Rate measurements over short time intervalscould allow fast detection of change in the rate observed bythe upper layers of a cellular receiver. However, upper layerrate measurements for cellular receivers over a short time scaleproduce unreliable results due to the effect of underlying lowerlayer mechanisms. In this paper, we introduce a rate estimationapproach that reduces the variability observed in short timescale receiver rate measurements and allows faster rate changedetection.

Place, publisher, year, edition, pages
2019.
Keywords [en]
Cellular, rate, estimation, Kalman
National Category
Telecommunications
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:kau:diva-72438OAI: oai:DiVA.org:kau-72438DiVA, id: diva2:1323395
Conference
The Fifteenth Swedish National Computer NetworkingWorkshop (SNCNW), Luleå, Sweden. 4-5 June
Projects
HITS, 4707
Funder
Knowledge FoundationAvailable from: 2019-06-12 Created: 2019-06-12 Last updated: 2019-06-24Bibliographically approved

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Haile, Habtegebreil KassayeHurtig, PerGrinnemo, Karl-JohanBrunström, Anna

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