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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...

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Autores principales: Zaidel, Benjamin M., Shental, Ori, Shamai (Shitz), Shlomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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