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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-7926711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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