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Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region †
Non-orthogonal multiple access (NOMA) is a promising technology for future beyond-5G wireless networks, whose fundamental information-theoretic limits are yet to be fully explored. Considering regular sparse code-domain NOMA (with a fixed and finite number of orthogonal resources allocated to any de...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871315/ https://www.ncbi.nlm.nih.gov/pubmed/35205521 http://dx.doi.org/10.3390/e24020227 |
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author | Zaidel, Benjamin M. Shental, Ori Shamai (Shitz), Shlomo |
author_facet | Zaidel, Benjamin M. Shental, Ori Shamai (Shitz), Shlomo |
author_sort | Zaidel, Benjamin M. |
collection | PubMed |
description | Non-orthogonal multiple access (NOMA) is a promising technology for future beyond-5G wireless networks, whose fundamental information-theoretic limits are yet to be fully explored. Considering regular sparse code-domain NOMA (with a fixed and finite number of orthogonal resources allocated to any designated user and vice versa), this paper extends previous results by the authors to a setting comprising two classes of users with different power constraints. Explicit rigorous closed-form analytical inner and outer bounds on the achievable rate (total class throughput) region in the large-system limit are derived and comparatively investigated in extreme-SNR regimes. The inner bound is based on the conditional vector entropy power inequality (EPI), while the outer bound relies on a recent strengthened version of the EPI. Valuable insights are provided into the potential performance gains of regular sparse NOMA in practically oriented settings, comprising, e.g., a combination of low-complexity devices and broadband users with higher transmit power capabilities, or combinations of cell-edge and cell-center users. The conditions for superior performance over dense code-domain NOMA (taking the form of randomly spread code-division multiple access), as well as a relatively small gap to the ultimate performance limits, are identified. The proposed bounds are also applicable for the analysis of interference networks, e.g., Wyner-type cellular models. |
format | Online Article Text |
id | pubmed-8871315 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88713152022-02-25 Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † Zaidel, Benjamin M. Shental, Ori Shamai (Shitz), Shlomo Entropy (Basel) Article Non-orthogonal multiple access (NOMA) is a promising technology for future beyond-5G wireless networks, whose fundamental information-theoretic limits are yet to be fully explored. Considering regular sparse code-domain NOMA (with a fixed and finite number of orthogonal resources allocated to any designated user and vice versa), this paper extends previous results by the authors to a setting comprising two classes of users with different power constraints. Explicit rigorous closed-form analytical inner and outer bounds on the achievable rate (total class throughput) region in the large-system limit are derived and comparatively investigated in extreme-SNR regimes. The inner bound is based on the conditional vector entropy power inequality (EPI), while the outer bound relies on a recent strengthened version of the EPI. Valuable insights are provided into the potential performance gains of regular sparse NOMA in practically oriented settings, comprising, e.g., a combination of low-complexity devices and broadband users with higher transmit power capabilities, or combinations of cell-edge and cell-center users. The conditions for superior performance over dense code-domain NOMA (taking the form of randomly spread code-division multiple access), as well as a relatively small gap to the ultimate performance limits, are identified. The proposed bounds are also applicable for the analysis of interference networks, e.g., Wyner-type cellular models. MDPI 2022-01-31 /pmc/articles/PMC8871315/ /pubmed/35205521 http://dx.doi.org/10.3390/e24020227 Text en © 2022 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 Zaidel, Benjamin M. Shental, Ori Shamai (Shitz), Shlomo Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title | Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title_full | Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title_fullStr | Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title_full_unstemmed | Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title_short | Beyond Equal-Power Sparse NOMA: Two User Classes and Closed-Form Bounds on the Achievable Region † |
title_sort | beyond equal-power sparse noma: two user classes and closed-form bounds on the achievable region † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871315/ https://www.ncbi.nlm.nih.gov/pubmed/35205521 http://dx.doi.org/10.3390/e24020227 |
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