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On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks
Visible light communications (VLC) is gaining interest as one of the enablers of short-distance, high-data-rate applications, in future beyond 5G networks. Moreover, non-orthogonal multiple-access (NOMA)-enabled schemes have recently emerged as a promising multiple-access scheme for these networks t...
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/PMC8197944/ https://www.ncbi.nlm.nih.gov/pubmed/34073546 http://dx.doi.org/10.3390/s21113705 |
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author | Maraqa, Omar Siddiqi, Umair F. Al-Ahmadi, Saad Sait, Sadiq M. |
author_facet | Maraqa, Omar Siddiqi, Umair F. Al-Ahmadi, Saad Sait, Sadiq M. |
author_sort | Maraqa, Omar |
collection | PubMed |
description | Visible light communications (VLC) is gaining interest as one of the enablers of short-distance, high-data-rate applications, in future beyond 5G networks. Moreover, non-orthogonal multiple-access (NOMA)-enabled schemes have recently emerged as a promising multiple-access scheme for these networks that would allow realization of the target spectral efficiency and user fairness requirements. The integration of NOMA in the widely adopted orthogonal frequency-division multiplexing (OFDM)-based VLC networks would require an optimal resource allocation for the pair or the cluster of users sharing the same subcarrier(s). In this paper, the max-min rate of a multi-cell indoor centralized VLC network is maximized through optimizing user pairing, subcarrier allocation, and power allocation. The joint complex optimization problem is tackled using a low-complexity solution. At first, the user pairing is assumed to follow the divide-and-next-largest-difference user-pairing algorithm (D-NLUPA) that can ensure fairness among the different clusters. Then, subcarrier allocation and power allocation are solved iteratively through both the Simulated Annealing (SA) meta-heuristic algorithm and the bisection method. The obtained results quantify the achievable max-min user rates for the different relevant variants of NOMA-enabled schemes and shed new light on both the performance and design of multi-user multi-carrier NOMA-enabled centralized VLC networks. |
format | Online Article Text |
id | pubmed-8197944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-81979442021-06-14 On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks Maraqa, Omar Siddiqi, Umair F. Al-Ahmadi, Saad Sait, Sadiq M. Sensors (Basel) Article Visible light communications (VLC) is gaining interest as one of the enablers of short-distance, high-data-rate applications, in future beyond 5G networks. Moreover, non-orthogonal multiple-access (NOMA)-enabled schemes have recently emerged as a promising multiple-access scheme for these networks that would allow realization of the target spectral efficiency and user fairness requirements. The integration of NOMA in the widely adopted orthogonal frequency-division multiplexing (OFDM)-based VLC networks would require an optimal resource allocation for the pair or the cluster of users sharing the same subcarrier(s). In this paper, the max-min rate of a multi-cell indoor centralized VLC network is maximized through optimizing user pairing, subcarrier allocation, and power allocation. The joint complex optimization problem is tackled using a low-complexity solution. At first, the user pairing is assumed to follow the divide-and-next-largest-difference user-pairing algorithm (D-NLUPA) that can ensure fairness among the different clusters. Then, subcarrier allocation and power allocation are solved iteratively through both the Simulated Annealing (SA) meta-heuristic algorithm and the bisection method. The obtained results quantify the achievable max-min user rates for the different relevant variants of NOMA-enabled schemes and shed new light on both the performance and design of multi-user multi-carrier NOMA-enabled centralized VLC networks. MDPI 2021-05-26 /pmc/articles/PMC8197944/ /pubmed/34073546 http://dx.doi.org/10.3390/s21113705 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 Maraqa, Omar Siddiqi, Umair F. Al-Ahmadi, Saad Sait, Sadiq M. On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title | On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title_full | On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title_fullStr | On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title_full_unstemmed | On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title_short | On the Achievable Max-Min User Rates in Multi-Carrier Centralized NOMA-VLC Networks |
title_sort | on the achievable max-min user rates in multi-carrier centralized noma-vlc networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8197944/ https://www.ncbi.nlm.nih.gov/pubmed/34073546 http://dx.doi.org/10.3390/s21113705 |
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