Cargando…

Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication

As communication systems evolve to better cater to the needs of machine-type applications such as remote monitoring and networked control, advanced perspectives are required for the design of link layer protocols. The age of information (AoI) metric has firmly taken its place in the literature as a...

Descripción completa

Detalles Bibliográficos
Autores principales: Oğuz, Tahir Kerem, Ceran, Elif Tuğçe, Uysal, Elif, Girici, Tolga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141388/
https://www.ncbi.nlm.nih.gov/pubmed/35626558
http://dx.doi.org/10.3390/e24050673
_version_ 1784715333922193408
author Oğuz, Tahir Kerem
Ceran, Elif Tuğçe
Uysal, Elif
Girici, Tolga
author_facet Oğuz, Tahir Kerem
Ceran, Elif Tuğçe
Uysal, Elif
Girici, Tolga
author_sort Oğuz, Tahir Kerem
collection PubMed
description As communication systems evolve to better cater to the needs of machine-type applications such as remote monitoring and networked control, advanced perspectives are required for the design of link layer protocols. The age of information (AoI) metric has firmly taken its place in the literature as a metric and tool to measure and control the data freshness demands of various applications. AoI measures the timeliness of transferred information from the point of view of the destination. In this study, we experimentally investigate AoI of multiple packet flows on a wireless multi-user link consisting of a transmitter (base station) and several receivers, implemented using software-defined radios (SDRs). We examine the performance of various scheduling policies under push-based and pull-based communication scenarios. For the push-based communication scenario, we implement age-aware scheduling policies from the literature and compare their performance with those of conventional scheduling methods. Then, we investigate the query age of information (QAoI) metric, an adaptation of the AoI concept for pull-based scenarios. We modify the former age-aware policies to propose variants that have a QAoI minimization objective. We share experimental results obtained in a simulation environment as well as on the SDR testbed.
format Online
Article
Text
id pubmed-9141388
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-91413882022-05-28 Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication Oğuz, Tahir Kerem Ceran, Elif Tuğçe Uysal, Elif Girici, Tolga Entropy (Basel) Article As communication systems evolve to better cater to the needs of machine-type applications such as remote monitoring and networked control, advanced perspectives are required for the design of link layer protocols. The age of information (AoI) metric has firmly taken its place in the literature as a metric and tool to measure and control the data freshness demands of various applications. AoI measures the timeliness of transferred information from the point of view of the destination. In this study, we experimentally investigate AoI of multiple packet flows on a wireless multi-user link consisting of a transmitter (base station) and several receivers, implemented using software-defined radios (SDRs). We examine the performance of various scheduling policies under push-based and pull-based communication scenarios. For the push-based communication scenario, we implement age-aware scheduling policies from the literature and compare their performance with those of conventional scheduling methods. Then, we investigate the query age of information (QAoI) metric, an adaptation of the AoI concept for pull-based scenarios. We modify the former age-aware policies to propose variants that have a QAoI minimization objective. We share experimental results obtained in a simulation environment as well as on the SDR testbed. MDPI 2022-05-11 /pmc/articles/PMC9141388/ /pubmed/35626558 http://dx.doi.org/10.3390/e24050673 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
Oğuz, Tahir Kerem
Ceran, Elif Tuğçe
Uysal, Elif
Girici, Tolga
Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title_full Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title_fullStr Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title_full_unstemmed Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title_short Implementation and Evaluation of Age-Aware Downlink Scheduling Policies in Push-Based and Pull-Based Communication
title_sort implementation and evaluation of age-aware downlink scheduling policies in push-based and pull-based communication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141388/
https://www.ncbi.nlm.nih.gov/pubmed/35626558
http://dx.doi.org/10.3390/e24050673
work_keys_str_mv AT oguztahirkerem implementationandevaluationofageawaredownlinkschedulingpoliciesinpushbasedandpullbasedcommunication
AT ceraneliftugce implementationandevaluationofageawaredownlinkschedulingpoliciesinpushbasedandpullbasedcommunication
AT uysalelif implementationandevaluationofageawaredownlinkschedulingpoliciesinpushbasedandpullbasedcommunication
AT giricitolga implementationandevaluationofageawaredownlinkschedulingpoliciesinpushbasedandpullbasedcommunication