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Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding
The spectral efficiency (SE) can approximately double when using full-duplex (FD) multiuser MIMO communications. However, there are difficulties because of multiuser interferences, self-interference (SI), and co-channel interference (CCI). To improve the SE of the downlink (DL), this paper proposes...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206092/ https://www.ncbi.nlm.nih.gov/pubmed/37221257 http://dx.doi.org/10.1038/s41598-023-35409-9 |
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author | Teklu, Merhawit Berhane Choi, Dong-You Meng, Wei-Xiao |
author_facet | Teklu, Merhawit Berhane Choi, Dong-You Meng, Wei-Xiao |
author_sort | Teklu, Merhawit Berhane |
collection | PubMed |
description | The spectral efficiency (SE) can approximately double when using full-duplex (FD) multiuser MIMO communications. However, there are difficulties because of multiuser interferences, self-interference (SI), and co-channel interference (CCI). To improve the SE of the downlink (DL), this paper proposes CCI-aware enhancement to SLNR (signal-to-leakage-and-noise-ratio) signal-to-leakage-and-noise-ratio (SLNR). It considers a suppressing filter at the receiver to cancel the interferences again designing a beamformer based on CCI-plus-noise covariance matrices for every user at the transmitting side. Additionally, we propose an improvement in the SLNR method by using SI-plus-noise covariance matrices to design uplink (UL) beamformers. Unlike zero-forcing and block-diagonalization, the SLNR approach serves numerous antennas at users and BS (base station). The total SE of the communication yielded using the optimized precoder, i.e., obtained from the SLNR-based precoding. To achieve maximum energy efficiency (EE), we use a power consumption model. Simulation results confirm that full-duplex performs well compared to half-duplex (HD) when the number of antennas at every user in uplink as well downlink channels grow, for all Rician factors, for slight powers of the CCI and SI, and a limited number of antennas at the BS. With the proposed scheme for given transmit power and circuit power, we demonstrate that FD has a higher EE than HD. |
format | Online Article Text |
id | pubmed-10206092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102060922023-05-25 Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding Teklu, Merhawit Berhane Choi, Dong-You Meng, Wei-Xiao Sci Rep Article The spectral efficiency (SE) can approximately double when using full-duplex (FD) multiuser MIMO communications. However, there are difficulties because of multiuser interferences, self-interference (SI), and co-channel interference (CCI). To improve the SE of the downlink (DL), this paper proposes CCI-aware enhancement to SLNR (signal-to-leakage-and-noise-ratio) signal-to-leakage-and-noise-ratio (SLNR). It considers a suppressing filter at the receiver to cancel the interferences again designing a beamformer based on CCI-plus-noise covariance matrices for every user at the transmitting side. Additionally, we propose an improvement in the SLNR method by using SI-plus-noise covariance matrices to design uplink (UL) beamformers. Unlike zero-forcing and block-diagonalization, the SLNR approach serves numerous antennas at users and BS (base station). The total SE of the communication yielded using the optimized precoder, i.e., obtained from the SLNR-based precoding. To achieve maximum energy efficiency (EE), we use a power consumption model. Simulation results confirm that full-duplex performs well compared to half-duplex (HD) when the number of antennas at every user in uplink as well downlink channels grow, for all Rician factors, for slight powers of the CCI and SI, and a limited number of antennas at the BS. With the proposed scheme for given transmit power and circuit power, we demonstrate that FD has a higher EE than HD. Nature Publishing Group UK 2023-05-23 /pmc/articles/PMC10206092/ /pubmed/37221257 http://dx.doi.org/10.1038/s41598-023-35409-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Teklu, Merhawit Berhane Choi, Dong-You Meng, Wei-Xiao Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title | Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title_full | Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title_fullStr | Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title_full_unstemmed | Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title_short | Full-duplex multi-user MIMO communication systems performance optimization using leakage-based precoding |
title_sort | full-duplex multi-user mimo communication systems performance optimization using leakage-based precoding |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10206092/ https://www.ncbi.nlm.nih.gov/pubmed/37221257 http://dx.doi.org/10.1038/s41598-023-35409-9 |
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