Zancanaro, Alberto and Cisotto, Giulia and Munari, Andrea and Badia, Leonardo (2024) Impact of Transmission Delays Over Age of Information Under Finite Horizon Scheduling. In: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2023. IEEE CAMAD, 2023-11-06 - 2023-11-08, Edinburgh, Scotland. doi: 10.1109/CAMAD59638.2023.10478413. ISBN 9798350303490. ISSN 2378-4873.
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Abstract
Sensor communications in real-time systems may be required to report status updates to minimize the so-called age of information metric, which quantifies the freshness of exchanged data. This situation can be heavily impacted by the delays in data transmission, as some updates may reach the destination when their information content is already stale. In this paper, we consider the problem of scheduling sensing updates over a finite time horizon, and discuss the impact of their transmission delay on the resulting data freshness. We tackle the adjustments required for an offline schedule aimed at minimizing the average age of information which, as long as they do not cause the updates to go off the boundaries of the finite horizon, are only dependent on the average transmission delay. We derive a closed form expression for the average age of information, also verified through simulations, and the resulting performance is evaluated under different system conditions. This can be used to further explore the task of delivering timely system updates under general scenarios, e.g., when the statistics of the delay is not known a priori, or under other non idealities.
Item URL in elib: | https://elib.dlr.de/199071/ | ||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Lecture) | ||||||||||||||||||||
Title: | Impact of Transmission Delays Over Age of Information Under Finite Horizon Scheduling | ||||||||||||||||||||
Authors: |
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Date: | 27 March 2024 | ||||||||||||||||||||
Journal or Publication Title: | 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2023 | ||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||
In SCOPUS: | Yes | ||||||||||||||||||||
In ISI Web of Science: | Yes | ||||||||||||||||||||
DOI: | 10.1109/CAMAD59638.2023.10478413 | ||||||||||||||||||||
ISSN: | 2378-4873 | ||||||||||||||||||||
ISBN: | 9798350303490 | ||||||||||||||||||||
Status: | Published | ||||||||||||||||||||
Keywords: | Age of Information; Sensor networks; Internet of Things; Data acquisition; Transmission delay; Machine to machine communication. | ||||||||||||||||||||
Event Title: | IEEE CAMAD | ||||||||||||||||||||
Event Location: | Edinburgh, Scotland | ||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||
Event Start Date: | 6 November 2023 | ||||||||||||||||||||
Event End Date: | 8 November 2023 | ||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
HGF - Program: | Space | ||||||||||||||||||||
HGF - Program Themes: | Communication, Navigation, Quantum Technology | ||||||||||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||||||||||
DLR - Program: | R KNQ - Communication, Navigation, Quantum Technology | ||||||||||||||||||||
DLR - Research theme (Project): | R - Global Connectivity for People and Machines | ||||||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||||||
Institutes and Institutions: | Institute of Communication and Navigation > Satellite Networks | ||||||||||||||||||||
Deposited By: | Munari, Dr. Andrea | ||||||||||||||||||||
Deposited On: | 16 Nov 2023 13:13 | ||||||||||||||||||||
Last Modified: | 28 Jan 2025 14:53 |
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