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Average Age of Information of Irregular Repetition Slotted ALOHA

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/
Document Type:Conference or Workshop Item (Speech)
Title:Average Age of Information of Irregular Repetition Slotted ALOHA
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Munari, AndreaUNSPECIFIEDhttps://orcid.org/0000-0003-1506-2792UNSPECIFIED
Frolov, AlexeyUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
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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