Cargando…

Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink

The increasing demand for network applications, such as teleconferencing, multimedia messaging and mobile TV, which have diverse requirements, has resulted in the introduction of Long Term Evolution (LTE) by the Third Generation Partnership Project (3GPP). LTE networks implement resource allocation...

Descripción completa

Detalles Bibliográficos
Autores principales: Mamman, Maharazu, Hanapi, Zurina Mohd, Abdullah, Azizol, Muhammed, Abdullah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6347206/
https://www.ncbi.nlm.nih.gov/pubmed/30682038
http://dx.doi.org/10.1371/journal.pone.0210310
_version_ 1783389897980116992
author Mamman, Maharazu
Hanapi, Zurina Mohd
Abdullah, Azizol
Muhammed, Abdullah
author_facet Mamman, Maharazu
Hanapi, Zurina Mohd
Abdullah, Azizol
Muhammed, Abdullah
author_sort Mamman, Maharazu
collection PubMed
description The increasing demand for network applications, such as teleconferencing, multimedia messaging and mobile TV, which have diverse requirements, has resulted in the introduction of Long Term Evolution (LTE) by the Third Generation Partnership Project (3GPP). LTE networks implement resource allocation algorithms to distribute radio resource to satisfy the bandwidth and delay requirements of users. However, the scheduling algorithm problem of distributing radio resources to users is not well defined in the LTE standard and thus considerably affects transmission order. Furthermore, the existing radio resource algorithm suffers from performance degradation under prioritised conditions because of the minimum data rate used to determine the transmission order. In this work, a novel downlink resource allocation algorithm that uses quality of service (QoS) requirements and channel conditions to address performance degradation is proposed. The new algorithm is formulated as an optimisation problem where network resources are allocated according to users’ priority, whereas the scheduling algorithm decides on the basis of users’ channel status to satisfy the demands of QoS. Simulation is used to evaluate the performance of the proposed algorithm, and results demonstrate that it performs better than do all other algorithms according to the measured metrics.
format Online
Article
Text
id pubmed-6347206
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-63472062019-02-02 Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink Mamman, Maharazu Hanapi, Zurina Mohd Abdullah, Azizol Muhammed, Abdullah PLoS One Research Article The increasing demand for network applications, such as teleconferencing, multimedia messaging and mobile TV, which have diverse requirements, has resulted in the introduction of Long Term Evolution (LTE) by the Third Generation Partnership Project (3GPP). LTE networks implement resource allocation algorithms to distribute radio resource to satisfy the bandwidth and delay requirements of users. However, the scheduling algorithm problem of distributing radio resources to users is not well defined in the LTE standard and thus considerably affects transmission order. Furthermore, the existing radio resource algorithm suffers from performance degradation under prioritised conditions because of the minimum data rate used to determine the transmission order. In this work, a novel downlink resource allocation algorithm that uses quality of service (QoS) requirements and channel conditions to address performance degradation is proposed. The new algorithm is formulated as an optimisation problem where network resources are allocated according to users’ priority, whereas the scheduling algorithm decides on the basis of users’ channel status to satisfy the demands of QoS. Simulation is used to evaluate the performance of the proposed algorithm, and results demonstrate that it performs better than do all other algorithms according to the measured metrics. Public Library of Science 2019-01-25 /pmc/articles/PMC6347206/ /pubmed/30682038 http://dx.doi.org/10.1371/journal.pone.0210310 Text en © 2019 Mamman et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Mamman, Maharazu
Hanapi, Zurina Mohd
Abdullah, Azizol
Muhammed, Abdullah
Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title_full Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title_fullStr Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title_full_unstemmed Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title_short Quality of Service Class Identifier (QCI) radio resource allocation algorithm for LTE downlink
title_sort quality of service class identifier (qci) radio resource allocation algorithm for lte downlink
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6347206/
https://www.ncbi.nlm.nih.gov/pubmed/30682038
http://dx.doi.org/10.1371/journal.pone.0210310
work_keys_str_mv AT mammanmaharazu qualityofserviceclassidentifierqciradioresourceallocationalgorithmforltedownlink
AT hanapizurinamohd qualityofserviceclassidentifierqciradioresourceallocationalgorithmforltedownlink
AT abdullahazizol qualityofserviceclassidentifierqciradioresourceallocationalgorithmforltedownlink
AT muhammedabdullah qualityofserviceclassidentifierqciradioresourceallocationalgorithmforltedownlink