Munari, Andrea and Frolov, Alexey (2020) Average Age of Information of Irregular Repetition Slotted ALOHA. In: 2020 IEEE Global Communications Conference, GLOBECOM 2020. IEEE Globecom 2020, 2020-12-07 - 2020-12-11, Taipei, Taiwan. doi: 10.1109/GLOBECOM42002.2020.9322355. ISBN 978-172818298-8.
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Abstract
Flanking traditional metrics such as throughput and reliability, age of information (AoI) is emerging as a fundamental tool to capture the performance of IoT systems. In this context, we focus on a setup in which a large number of nodes attempt delivery of time-stamped updates to a common destination over a shared channel, and investigate the ability of different grant-free access strategies to maintain fresh information at the receiver. Specifically, we derive for the first time an exact closed-form expression of the average AoI achieved by irregular repetition slotted ALOHA (IRSA), and compare its performance to that of a slotted ALOHA approach. Our analysis reveals the potential of modern random access schemes, and pinpoints some fundamental trade-offs, providing useful hints for proper system design.
Item URL in elib: | https://elib.dlr.de/139347/ | ||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
Title: | Average Age of Information of Irregular Repetition Slotted ALOHA | ||||||||||||
Authors: |
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Date: | December 2020 | ||||||||||||
Journal or Publication Title: | 2020 IEEE Global Communications Conference, GLOBECOM 2020 | ||||||||||||
Refereed publication: | Yes | ||||||||||||
Open Access: | No | ||||||||||||
Gold Open Access: | No | ||||||||||||
In SCOPUS: | Yes | ||||||||||||
In ISI Web of Science: | Yes | ||||||||||||
DOI: | 10.1109/GLOBECOM42002.2020.9322355 | ||||||||||||
ISBN: | 978-172818298-8 | ||||||||||||
Status: | Published | ||||||||||||
Keywords: | grant-free access, machine-type communications, age of information, information freshness, ALOHA | ||||||||||||
Event Title: | IEEE Globecom 2020 | ||||||||||||
Event Location: | Taipei, Taiwan | ||||||||||||
Event Type: | international Conference | ||||||||||||
Event Start Date: | 7 December 2020 | ||||||||||||
Event End Date: | 11 December 2020 | ||||||||||||
Organizer: | IEEE | ||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
HGF - Program: | Space | ||||||||||||
HGF - Program Themes: | Communication and Navigation | ||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||
DLR - Program: | R KN - Kommunikation und Navigation | ||||||||||||
DLR - Research theme (Project): | R - Vorhaben Multimedia Satellitennetze (old) | ||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||
Institutes and Institutions: | Institute of Communication and Navigation Institute of Communication and Navigation > Satellite Networks | ||||||||||||
Deposited By: | Munari, Dr. Andrea | ||||||||||||
Deposited On: | 08 Dec 2020 16:09 | ||||||||||||
Last Modified: | 24 Apr 2024 20:40 |
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