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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...

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Detalles Bibliográficos
Autores principales: He, Yuqiao, Chen, Guozhi, Chen, Yuchao, Wang, Jintao, Song, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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