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Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †

The management of 5G resources is a demanding task, requiring proper planning of operating numerology indexes and spectrum allocation according to current traffic needs. In addition, any reconfigurations to adapt to the current traffic pattern should be minimized to reduce signaling overhead. In thi...

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Detalles Bibliográficos
Autores principales: Correia, Noélia, Al-Tam, Faroq, Rodriguez, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926711/
https://www.ncbi.nlm.nih.gov/pubmed/33670056
http://dx.doi.org/10.3390/s21041494
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author Correia, Noélia
Al-Tam, Faroq
Rodriguez, Jonathan
author_facet Correia, Noélia
Al-Tam, Faroq
Rodriguez, Jonathan
author_sort Correia, Noélia
collection PubMed
description The management of 5G resources is a demanding task, requiring proper planning of operating numerology indexes and spectrum allocation according to current traffic needs. In addition, any reconfigurations to adapt to the current traffic pattern should be minimized to reduce signaling overhead. In this article, the pre-planning of numerology profiles is proposed to address this problem, and a mathematical optimization model for their planning is developed. The idea is to explore requirements and impairments usually present in a given wireless communication scenario to build numerology profiles and then adopt one of the profiles according to the current users/traffic pattern. The model allows the optimization of mixed numerologies in future 5G systems under any wireless communication scenario, with specific service requirements and impairments, and under any traffic scenario. Results show that, depending on the granularity of the profiles, the proposed optimization model is able to provide satisfaction levels of 60–100%, whereas a non-optimized approach provides 40–65%, while minimizing the total number of numerology indexes in operation.
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spelling pubmed-79267112021-03-04 Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios † Correia, Noélia Al-Tam, Faroq Rodriguez, Jonathan Sensors (Basel) Article The management of 5G resources is a demanding task, requiring proper planning of operating numerology indexes and spectrum allocation according to current traffic needs. In addition, any reconfigurations to adapt to the current traffic pattern should be minimized to reduce signaling overhead. In this article, the pre-planning of numerology profiles is proposed to address this problem, and a mathematical optimization model for their planning is developed. The idea is to explore requirements and impairments usually present in a given wireless communication scenario to build numerology profiles and then adopt one of the profiles according to the current users/traffic pattern. The model allows the optimization of mixed numerologies in future 5G systems under any wireless communication scenario, with specific service requirements and impairments, and under any traffic scenario. Results show that, depending on the granularity of the profiles, the proposed optimization model is able to provide satisfaction levels of 60–100%, whereas a non-optimized approach provides 40–65%, while minimizing the total number of numerology indexes in operation. MDPI 2021-02-21 /pmc/articles/PMC7926711/ /pubmed/33670056 http://dx.doi.org/10.3390/s21041494 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Correia, Noélia
Al-Tam, Faroq
Rodriguez, Jonathan
Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title_full Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title_fullStr Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title_full_unstemmed Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title_short Optimization of Mixed Numerology Profiles for 5G Wireless Communication Scenarios †
title_sort optimization of mixed numerology profiles for 5g wireless communication scenarios †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926711/
https://www.ncbi.nlm.nih.gov/pubmed/33670056
http://dx.doi.org/10.3390/s21041494
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