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An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells
As 5G small cells gradually become the main force of 5G indoor deployment, it is necessary to study channel estimators for 5G small base stations, but there has been limited research on high-performance channel estimators in recent years. This study implemented a low-delay, low-overhead, relatively...
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/PMC8838477/ https://www.ncbi.nlm.nih.gov/pubmed/35161499 http://dx.doi.org/10.3390/s22030753 |
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author | Long, Biao Liu, Dake Sun, Yipeng |
author_facet | Long, Biao Liu, Dake Sun, Yipeng |
author_sort | Long, Biao |
collection | PubMed |
description | As 5G small cells gradually become the main force of 5G indoor deployment, it is necessary to study channel estimators for 5G small base stations, but there has been limited research on high-performance channel estimators in recent years. This study implemented a low-delay, low-overhead, relatively universal channel estimation module by dedicated instruction set acceleration including reference signal estimation, Wiener, 1st order, and 2nd order interpolations in frequency and time domains. The instruction level acceleration is on our vector processor, yet is suitable for other commercial and academic vector processors. Through instruction acceleration, compared with the existing general vector processing instruction sets, the processor performance of the LS estimation module and Wiener filter interpolation in the frequency domain is improved by 50% and 37.5%, respectively. The BER VS SNR measure of time–frequency Wiener filter interpolation achieves 4 db compared with linear interpolation, meaning our instruction level acceleration can be an optimum solution. |
format | Online Article Text |
id | pubmed-8838477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88384772022-02-13 An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells Long, Biao Liu, Dake Sun, Yipeng Sensors (Basel) Article As 5G small cells gradually become the main force of 5G indoor deployment, it is necessary to study channel estimators for 5G small base stations, but there has been limited research on high-performance channel estimators in recent years. This study implemented a low-delay, low-overhead, relatively universal channel estimation module by dedicated instruction set acceleration including reference signal estimation, Wiener, 1st order, and 2nd order interpolations in frequency and time domains. The instruction level acceleration is on our vector processor, yet is suitable for other commercial and academic vector processors. Through instruction acceleration, compared with the existing general vector processing instruction sets, the processor performance of the LS estimation module and Wiener filter interpolation in the frequency domain is improved by 50% and 37.5%, respectively. The BER VS SNR measure of time–frequency Wiener filter interpolation achieves 4 db compared with linear interpolation, meaning our instruction level acceleration can be an optimum solution. MDPI 2022-01-19 /pmc/articles/PMC8838477/ /pubmed/35161499 http://dx.doi.org/10.3390/s22030753 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 Long, Biao Liu, Dake Sun, Yipeng An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title | An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title_full | An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title_fullStr | An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title_full_unstemmed | An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title_short | An Uplink Channel Estimator Using a Dedicated Instruction Set for 5G Small Cells |
title_sort | uplink channel estimator using a dedicated instruction set for 5g small cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838477/ https://www.ncbi.nlm.nih.gov/pubmed/35161499 http://dx.doi.org/10.3390/s22030753 |
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