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Coordination of Macro Base Stations for 5G Network with User Clustering
With the increasing amounts of terminal equipment with higher requirements of communication quality in the emerging fifth generation mobile communication network (5G), the energy consumption of 5G base stations (BSs) is increasing significantly, which not only raises the operating expenses of teleco...
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/PMC8401326/ https://www.ncbi.nlm.nih.gov/pubmed/34450943 http://dx.doi.org/10.3390/s21165501 |
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author | Li, Kun Ai, Xiaomeng Fang, Jiakun Zhou, Bo Le, Lingling Wen, Jinyu |
author_facet | Li, Kun Ai, Xiaomeng Fang, Jiakun Zhou, Bo Le, Lingling Wen, Jinyu |
author_sort | Li, Kun |
collection | PubMed |
description | With the increasing amounts of terminal equipment with higher requirements of communication quality in the emerging fifth generation mobile communication network (5G), the energy consumption of 5G base stations (BSs) is increasing significantly, which not only raises the operating expenses of telecom operators but also imposes a burden on the environment. To solve this problem, a two-step energy management method that coordinates 5G macro BSs for 5G networks with user clustering is proposed. The coordination among the communication equipment and the standard equipment in 5G macro BSs is developed to reduce both the energy consumption and the electricity costs. A novel user clustering method is proposed together with Benders decomposition to accelerate the solving process. Simulation results show that the proposed method is computationally efficient and can ensure near-optimal performance, effectively reducing the energy consumption and electricity costs compared with the conventional dispatching scheme. |
format | Online Article Text |
id | pubmed-8401326 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84013262021-08-29 Coordination of Macro Base Stations for 5G Network with User Clustering Li, Kun Ai, Xiaomeng Fang, Jiakun Zhou, Bo Le, Lingling Wen, Jinyu Sensors (Basel) Article With the increasing amounts of terminal equipment with higher requirements of communication quality in the emerging fifth generation mobile communication network (5G), the energy consumption of 5G base stations (BSs) is increasing significantly, which not only raises the operating expenses of telecom operators but also imposes a burden on the environment. To solve this problem, a two-step energy management method that coordinates 5G macro BSs for 5G networks with user clustering is proposed. The coordination among the communication equipment and the standard equipment in 5G macro BSs is developed to reduce both the energy consumption and the electricity costs. A novel user clustering method is proposed together with Benders decomposition to accelerate the solving process. Simulation results show that the proposed method is computationally efficient and can ensure near-optimal performance, effectively reducing the energy consumption and electricity costs compared with the conventional dispatching scheme. MDPI 2021-08-16 /pmc/articles/PMC8401326/ /pubmed/34450943 http://dx.doi.org/10.3390/s21165501 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Li, Kun Ai, Xiaomeng Fang, Jiakun Zhou, Bo Le, Lingling Wen, Jinyu Coordination of Macro Base Stations for 5G Network with User Clustering |
title | Coordination of Macro Base Stations for 5G Network with User Clustering |
title_full | Coordination of Macro Base Stations for 5G Network with User Clustering |
title_fullStr | Coordination of Macro Base Stations for 5G Network with User Clustering |
title_full_unstemmed | Coordination of Macro Base Stations for 5G Network with User Clustering |
title_short | Coordination of Macro Base Stations for 5G Network with User Clustering |
title_sort | coordination of macro base stations for 5g network with user clustering |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401326/ https://www.ncbi.nlm.nih.gov/pubmed/34450943 http://dx.doi.org/10.3390/s21165501 |
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