Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation

Over the years, mobile networks have grown exponentially due to rising demand. These networks mix different types of cells, which makes manual configuration difficult, costly and tedious. Furthermore, inefficiencies stemming from these problems can cause problems in Handover performance, since a mob...

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Main Authors: Paulo M. Pina, Andre F. Godinho, Daniel F. S. Fernandes, Diogo J. A. Clemente, Pedro Sebastiao, Gabriela E. Soares, Lucio S. Ferreira
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9062522/
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spelling doaj-3acf5822945d4ca1a27228edf652922d2021-03-30T01:48:21ZengIEEEIEEE Access2169-35362020-01-018696716968210.1109/ACCESS.2020.29867559062522Automatic Coverage Based Neighbour Estimation System: A Cloud-Based ImplementationPaulo M. Pina0https://orcid.org/0000-0002-9499-0572Andre F. Godinho1https://orcid.org/0000-0002-1212-6597Daniel F. S. Fernandes2https://orcid.org/0000-0002-1356-9349Diogo J. A. Clemente3https://orcid.org/0000-0003-3979-9086Pedro Sebastiao4Gabriela E. Soares5Lucio S. Ferreira6ISCTE-Instituto Universitário de Lisboa/IT–Instituto de Telecomunicações, Lisbon, PortugalISCTE-Instituto Universitário de Lisboa/IT–Instituto de Telecomunicações, Lisbon, PortugalISCTE-Instituto Universitário de Lisboa/IT–Instituto de Telecomunicações, Lisbon, PortugalISCTE-Instituto Universitário de Lisboa/IT–Instituto de Telecomunicações, Lisbon, PortugalISCTE-Instituto Universitário de Lisboa/IT–Instituto de Telecomunicações, Lisbon, PortugalMultivision - Consultoria, Lisbon, PortugalMultivision - Consultoria, Lisbon, PortugalOver the years, mobile networks have grown exponentially due to rising demand. These networks mix different types of cells, which makes manual configuration difficult, costly and tedious. Furthermore, inefficiencies stemming from these problems can cause problems in Handover performance, since a mobile device may not always connect to the optimal cell upon switching from one to the other, potentially harming service quality and increasing Operational Costs (OPEX). Existing solutions, like Automatic Neighbour Relations (ANR), while they are valuable in estimating the best neighbouring cells through the rate of successful Handovers, fail to take into account topological coverage factors and fictional cells, therefore inefficiencies lie hidden and it isn't suited to calculate relations between planned cells and active cells. In this article, a proposal of a cloud-based, on-demand automatic coverage based neighbour estimation system is proposed, which utilises topological signal coverage data from each cell provided by the network's operations support system, in order to mitigate the aforementioned issues and provide a reliable and convenient coverage analysis paradigm.https://ieeexplore.ieee.org/document/9062522/cloud computingself-organising networksself-optimisingself-configurationneighbour relationstelecommunications
collection DOAJ
language English
format Article
sources DOAJ
author Paulo M. Pina
Andre F. Godinho
Daniel F. S. Fernandes
Diogo J. A. Clemente
Pedro Sebastiao
Gabriela E. Soares
Lucio S. Ferreira
spellingShingle Paulo M. Pina
Andre F. Godinho
Daniel F. S. Fernandes
Diogo J. A. Clemente
Pedro Sebastiao
Gabriela E. Soares
Lucio S. Ferreira
Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
IEEE Access
cloud computing
self-organising networks
self-optimising
self-configuration
neighbour relations
telecommunications
author_facet Paulo M. Pina
Andre F. Godinho
Daniel F. S. Fernandes
Diogo J. A. Clemente
Pedro Sebastiao
Gabriela E. Soares
Lucio S. Ferreira
author_sort Paulo M. Pina
title Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
title_short Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
title_full Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
title_fullStr Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
title_full_unstemmed Automatic Coverage Based Neighbour Estimation System: A Cloud-Based Implementation
title_sort automatic coverage based neighbour estimation system: a cloud-based implementation
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description Over the years, mobile networks have grown exponentially due to rising demand. These networks mix different types of cells, which makes manual configuration difficult, costly and tedious. Furthermore, inefficiencies stemming from these problems can cause problems in Handover performance, since a mobile device may not always connect to the optimal cell upon switching from one to the other, potentially harming service quality and increasing Operational Costs (OPEX). Existing solutions, like Automatic Neighbour Relations (ANR), while they are valuable in estimating the best neighbouring cells through the rate of successful Handovers, fail to take into account topological coverage factors and fictional cells, therefore inefficiencies lie hidden and it isn't suited to calculate relations between planned cells and active cells. In this article, a proposal of a cloud-based, on-demand automatic coverage based neighbour estimation system is proposed, which utilises topological signal coverage data from each cell provided by the network's operations support system, in order to mitigate the aforementioned issues and provide a reliable and convenient coverage analysis paradigm.
topic cloud computing
self-organising networks
self-optimising
self-configuration
neighbour relations
telecommunications
url https://ieeexplore.ieee.org/document/9062522/
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