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DOA Estimation in B5G/6G: Trends and Challenges

Direction-of-arrival (DOA) estimation is the preliminary stage of communication, localization, and sensing. Hence, it is a canonical task for next-generation wireless communications, namely beyond 5G (B5G) or 6G communication networks. Both massive multiple-input multiple-output (MIMO) and millimete...

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Detalles Bibliográficos
Autores principales: Ruan, Ningjun, Wang, Han, Wen, Fangqing, Shi, Junpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318173/
https://www.ncbi.nlm.nih.gov/pubmed/35890805
http://dx.doi.org/10.3390/s22145125
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author Ruan, Ningjun
Wang, Han
Wen, Fangqing
Shi, Junpeng
author_facet Ruan, Ningjun
Wang, Han
Wen, Fangqing
Shi, Junpeng
author_sort Ruan, Ningjun
collection PubMed
description Direction-of-arrival (DOA) estimation is the preliminary stage of communication, localization, and sensing. Hence, it is a canonical task for next-generation wireless communications, namely beyond 5G (B5G) or 6G communication networks. Both massive multiple-input multiple-output (MIMO) and millimeter wave (mmW) bands are emerging technologies that can be implemented to increase the spectral efficiency of an area, and a number of expectations have been placed on them for future-generation wireless communications. Meanwhile, they also create new challenges for DOA estimation, for instance, through extremely large-scale array data, the coexistence of far-field and near-field sources, mutual coupling effects, and complicated spatial-temporal signal sampling. This article discusses various open issues related to DOA estimation for B5G/6G communication networks. Moreover, some insights on current advances, including arrays, models, sampling, and algorithms, are provided. Finally, directions for future work on the development of DOA estimation are addressed.
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spelling pubmed-93181732022-07-27 DOA Estimation in B5G/6G: Trends and Challenges Ruan, Ningjun Wang, Han Wen, Fangqing Shi, Junpeng Sensors (Basel) Communication Direction-of-arrival (DOA) estimation is the preliminary stage of communication, localization, and sensing. Hence, it is a canonical task for next-generation wireless communications, namely beyond 5G (B5G) or 6G communication networks. Both massive multiple-input multiple-output (MIMO) and millimeter wave (mmW) bands are emerging technologies that can be implemented to increase the spectral efficiency of an area, and a number of expectations have been placed on them for future-generation wireless communications. Meanwhile, they also create new challenges for DOA estimation, for instance, through extremely large-scale array data, the coexistence of far-field and near-field sources, mutual coupling effects, and complicated spatial-temporal signal sampling. This article discusses various open issues related to DOA estimation for B5G/6G communication networks. Moreover, some insights on current advances, including arrays, models, sampling, and algorithms, are provided. Finally, directions for future work on the development of DOA estimation are addressed. MDPI 2022-07-08 /pmc/articles/PMC9318173/ /pubmed/35890805 http://dx.doi.org/10.3390/s22145125 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 Communication
Ruan, Ningjun
Wang, Han
Wen, Fangqing
Shi, Junpeng
DOA Estimation in B5G/6G: Trends and Challenges
title DOA Estimation in B5G/6G: Trends and Challenges
title_full DOA Estimation in B5G/6G: Trends and Challenges
title_fullStr DOA Estimation in B5G/6G: Trends and Challenges
title_full_unstemmed DOA Estimation in B5G/6G: Trends and Challenges
title_short DOA Estimation in B5G/6G: Trends and Challenges
title_sort doa estimation in b5g/6g: trends and challenges
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318173/
https://www.ncbi.nlm.nih.gov/pubmed/35890805
http://dx.doi.org/10.3390/s22145125
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