Implementation and evaluation of age-aware downlink scheduling policies in push-based and pull-based communication

Article


Oguz, T.K., Ceran, E.T., Uysal, E. and Girici, T. 2022. Implementation and evaluation of age-aware downlink scheduling policies in push-based and pull-based communication. Entropy. 24 (5). https://doi.org/10.3390/e24050673
TypeArticle
TitleImplementation and evaluation of age-aware downlink scheduling policies in push-based and pull-based communication
AuthorsOguz, T.K., Ceran, E.T., Uysal, E. and Girici, T.
Abstract

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.

Keywordsage of information; query age of information; wireless networks; software-defined radio; scheduling
Sustainable Development Goals9 Industry, innovation and infrastructure
Middlesex University ThemeCreativity, Culture & Enterprise
PublisherMDPI AG
JournalEntropy
ISSN
Electronic1099-4300
Publication dates
Online11 May 2022
PrintMay 2022
Publication process dates
Submitted02 Mar 2022
Accepted23 Mar 2022
Deposited13 Mar 2025
Output statusPublished
Publisher's version
License
File Access Level
Open
Copyright Statement

© 2022 by the authors. 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/).

Digital Object Identifier (DOI)https://doi.org/10.3390/e24050673
Web of Science identifierWOS:000801797300001
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