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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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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 |
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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 |
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