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Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints †
This study considers a wireless network where multiple nodes transmit status updates to a base station (BS) through a shared bandwidth-limited channel. Considering the random arrival of status updates, we measure the data freshness with the age of synchronization (AoS) metric; specifically, we use t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529603/ https://www.ncbi.nlm.nih.gov/pubmed/37761630 http://dx.doi.org/10.3390/e25091331 |
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author | He, Yuqiao Chen, Guozhi Chen, Yuchao Wang, Jintao Song, Jian |
author_facet | He, Yuqiao Chen, Guozhi Chen, Yuchao Wang, Jintao Song, Jian |
author_sort | He, Yuqiao |
collection | PubMed |
description | This study considers a wireless network where multiple nodes transmit status updates to a base station (BS) through a shared bandwidth-limited channel. Considering the random arrival of status updates, we measure the data freshness with the age of synchronization (AoS) metric; specifically, we use the time elapsed since the latest synchronization as a metric. The objective of this study is to minimize the weighted sum of the average AoS of the entire network while meeting the minimum throughput requirement of each node. We consider both the central scheduling scenario and the distributed scheduling scenario. In the central scheduling scenario, we propose the optimal stationary randomized policy when the transmission feedback is unavailable and the max-weight policy when it is available. In the distributed scenario, we propose a distributed policy. The complexity of the three scheduling policies is significantly low. Numerical simulations show that the policies can satisfy the throughput constraint in the central controlling scenario and the AoS performance of the max-weight policy is close to the lower bound. |
format | Online Article Text |
id | pubmed-10529603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105296032023-09-28 Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † He, Yuqiao Chen, Guozhi Chen, Yuchao Wang, Jintao Song, Jian Entropy (Basel) Article This study considers a wireless network where multiple nodes transmit status updates to a base station (BS) through a shared bandwidth-limited channel. Considering the random arrival of status updates, we measure the data freshness with the age of synchronization (AoS) metric; specifically, we use the time elapsed since the latest synchronization as a metric. The objective of this study is to minimize the weighted sum of the average AoS of the entire network while meeting the minimum throughput requirement of each node. We consider both the central scheduling scenario and the distributed scheduling scenario. In the central scheduling scenario, we propose the optimal stationary randomized policy when the transmission feedback is unavailable and the max-weight policy when it is available. In the distributed scenario, we propose a distributed policy. The complexity of the three scheduling policies is significantly low. Numerical simulations show that the policies can satisfy the throughput constraint in the central controlling scenario and the AoS performance of the max-weight policy is close to the lower bound. MDPI 2023-09-14 /pmc/articles/PMC10529603/ /pubmed/37761630 http://dx.doi.org/10.3390/e25091331 Text en © 2023 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 He, Yuqiao Chen, Guozhi Chen, Yuchao Wang, Jintao Song, Jian Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title | Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title_full | Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title_fullStr | Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title_full_unstemmed | Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title_short | Age of Synchronization Minimization Algorithms in Wireless Networks with Random Updates under Throughput Constraints † |
title_sort | age of synchronization minimization algorithms in wireless networks with random updates under throughput constraints † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529603/ https://www.ncbi.nlm.nih.gov/pubmed/37761630 http://dx.doi.org/10.3390/e25091331 |
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