SODA

Autonomous load balancing of heterogeneous networks

Kreuger, Per and Görnerup, Olof and Gillblad, Daniel and Lundborg, Tomas and Corcoran, Diarmuid and Ermedahl, Andreas (2015) Autonomous load balancing of heterogeneous networks. In: VTC2015 Spring, 11-14 May 2015, Glasgow, Scotland.

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Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:autonomous network management; self- organising heterogenous networks; distributed algorithms; statistical modelling
ID Code:5891
Deposited By:Per Kreuger
Deposited On:22 Sep 2015 13:43
Last Modified:10 Aug 2016 15:20

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