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Spectrum Slicing for Multiple Access Channels with Heterogeneous Services

Wireless mobile networks from the fifth generation (5G) and beyond serve as platforms for flexible support of heterogeneous traffic types with diverse performance requirements. In particular, the broadband services aim for the traditional rate optimization, while the time-sensitive services aim for...

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Autores principales: Chiariotti, Federico, Leyva-Mayorga, Israel, Stefanović, Čedomir, Kalør, Anders E., Popovski, Petar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228041/
https://www.ncbi.nlm.nih.gov/pubmed/34071666
http://dx.doi.org/10.3390/e23060686
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author Chiariotti, Federico
Leyva-Mayorga, Israel
Stefanović, Čedomir
Kalør, Anders E.
Popovski, Petar
author_facet Chiariotti, Federico
Leyva-Mayorga, Israel
Stefanović, Čedomir
Kalør, Anders E.
Popovski, Petar
author_sort Chiariotti, Federico
collection PubMed
description Wireless mobile networks from the fifth generation (5G) and beyond serve as platforms for flexible support of heterogeneous traffic types with diverse performance requirements. In particular, the broadband services aim for the traditional rate optimization, while the time-sensitive services aim for the optimization of latency and reliability, and some novel metrics such as Age of Information (AoI). In such settings, the key question is the one of spectrum slicing: how these services share the same chunk of available spectrum while meeting the heterogeneous requirements. In this work we investigated the two canonical frameworks for spectrum sharing, Orthogonal Multiple Access (OMA) and Non-Orthogonal Multiple Access (NOMA), in a simple, but insightful setup with a single time-slotted shared frequency channel, involving one broadband user, aiming to maximize throughput and using packet-level coding to protect its transmissions from noise and interference, and several intermittent users, aiming to either to improve their latency-reliability performance or to minimize their AoI. We analytically assessed the performances of Time Division Multiple Access (TDMA) and ALOHA-based schemes in both OMA and NOMA frameworks by deriving their Pareto regions and the corresponding optimal values of their parameters. Our results show that NOMA can outperform traditional OMA in latency-reliability oriented systems in most conditions, but OMA performs slightly better in age-oriented systems.
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spelling pubmed-82280412021-06-26 Spectrum Slicing for Multiple Access Channels with Heterogeneous Services Chiariotti, Federico Leyva-Mayorga, Israel Stefanović, Čedomir Kalør, Anders E. Popovski, Petar Entropy (Basel) Article Wireless mobile networks from the fifth generation (5G) and beyond serve as platforms for flexible support of heterogeneous traffic types with diverse performance requirements. In particular, the broadband services aim for the traditional rate optimization, while the time-sensitive services aim for the optimization of latency and reliability, and some novel metrics such as Age of Information (AoI). In such settings, the key question is the one of spectrum slicing: how these services share the same chunk of available spectrum while meeting the heterogeneous requirements. In this work we investigated the two canonical frameworks for spectrum sharing, Orthogonal Multiple Access (OMA) and Non-Orthogonal Multiple Access (NOMA), in a simple, but insightful setup with a single time-slotted shared frequency channel, involving one broadband user, aiming to maximize throughput and using packet-level coding to protect its transmissions from noise and interference, and several intermittent users, aiming to either to improve their latency-reliability performance or to minimize their AoI. We analytically assessed the performances of Time Division Multiple Access (TDMA) and ALOHA-based schemes in both OMA and NOMA frameworks by deriving their Pareto regions and the corresponding optimal values of their parameters. Our results show that NOMA can outperform traditional OMA in latency-reliability oriented systems in most conditions, but OMA performs slightly better in age-oriented systems. MDPI 2021-05-28 /pmc/articles/PMC8228041/ /pubmed/34071666 http://dx.doi.org/10.3390/e23060686 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
Chiariotti, Federico
Leyva-Mayorga, Israel
Stefanović, Čedomir
Kalør, Anders E.
Popovski, Petar
Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title_full Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title_fullStr Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title_full_unstemmed Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title_short Spectrum Slicing for Multiple Access Channels with Heterogeneous Services
title_sort spectrum slicing for multiple access channels with heterogeneous services
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8228041/
https://www.ncbi.nlm.nih.gov/pubmed/34071666
http://dx.doi.org/10.3390/e23060686
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