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Autonomous load balancing of heterogeneous networks
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.ORCID iD: 0000-0002-9331-0352
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.ORCID iD: 0000-0001-9244-4546
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.ORCID iD: 0000-0001-8952-3542
Ericsson AB, Sweden.
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2015 (English)In: 2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 2015, 11, article id 7145712Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a method for load balancing heterogeneous networks by dynamically assigning values to the LTE cell range expansion (CRE) parameter. The method records hand-over events online and adapts flexibly to changes in terminal traffic and mobility by maintaining statistical estimators that are used to support autonomous assignment decisions. The proposed approach has low overhead and is highly scalable due to a modularised and completely distributed design that exploits self- organisation based on local inter-cell interactions. An advanced simulator that incorporates terminal traffic patterns and mobility models with a radio access network simulator has been developed to validate and evaluate the method.

Place, publisher, year, edition, pages
2015, 11. article id 7145712
Series
IEEE Vehicular Technology Conference, ISSN 1550-2252
Keywords [en]
autonomous network management, self-organising heterogenous networks, distributed algorithms, statistical modelling
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:ri:diva-24457DOI: 10.1109/VTCSpring.2015.7145712Scopus ID: 2-s2.0-84940399308ISBN: 978-1-4799-8088-8 (electronic)OAI: oai:DiVA.org:ri-24457DiVA, id: diva2:1043538
Conference
81st IEEE Vehicular Technology Conference (VTC Spring 2015), May 11-14, 2015, Glasgow, UK
Projects
HetNetAvailable from: 2016-10-31 Created: 2016-10-31 Last updated: 2023-06-02Bibliographically approved

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Kreuger, PerGörnerup, OlofGillblad, Daniel

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CiteExportLink to record
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