Title :
Autonomous Load Balancing of Heterogeneous Networks
Author :
Kreuger, Per ; Gornerup, Olof ; Gillblad, Daniel ; Lundborg, Tomas ; Corcoran, Diarmuid ; Ermedahl, Andreas
Author_Institution :
Networks & Analytics (DNA) Lab., Swedish Inst. of Comput. Sci. (SICS Swedish ICT), Kista, Sweden
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.
Keywords :
Long Term Evolution; mobility management (mobile radio); radio access networks; resource allocation; statistical analysis; telecommunication traffic; CRE parameter; LTE cell range expansion parameter; handover events online; heterogeneous networks; load balancing; local intercell interactions; radio access network; statistical estimators; terminal traffic patterns; Handover; Interference; Load management; Load modeling; Radio access networks; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2015 IEEE 81st
Conference_Location :
Glasgow
DOI :
10.1109/VTCSpring.2015.7145712