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On the Value of Retransmissions for Age of Information in Random Access Networks without Feedback

Munari, Andrea (2022) On the Value of Retransmissions for Age of Information in Random Access Networks without Feedback. In: 2022 IEEE Global Communications Conference, GLOBECOM 2022. IEEE Globecom, 2022-12-04 - 2022-12-08, Rio de Janeiro, Brazil. doi: 10.1109/GLOBECOM48099.2022.10001019. ISBN 978-1-6654-3540-6. ISSN 2334-0983.

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Abstract

We focus on a slotted ALOHA system without feedback, in which nodes transmit time-stamped updates to a common gateway. Departing from the classical generate-at-will model, we assume that each transmitter may not always have fresh information to deliver, and tackle the fundamental question of whether sending stale packets can be beneficial from an age-of-information standpoint. Leaning on a signal-flow-graph analysis of Markov processes the study reveals that, when packets can be lost due to channel impairments, retransmissions can indeed lower AoI for low generation rates of new information, although at a cost in terms of throughput.

Item URL in elib:https://elib.dlr.de/192003/
Document Type:Conference or Workshop Item (Speech)
Title:On the Value of Retransmissions for Age of Information in Random Access Networks without Feedback
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Munari, AndreaAndrea.Munari (at) dlr.dehttps://orcid.org/0000-0003-1506-2792UNSPECIFIED
Date:December 2022
Journal or Publication Title:2022 IEEE Global Communications Conference, GLOBECOM 2022
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.1109/GLOBECOM48099.2022.10001019
ISSN:2334-0983
ISBN:978-1-6654-3540-6
Status:Published
Keywords:age of information; IoT systems; random access; ALOHA
Event Title:IEEE Globecom
Event Location:Rio de Janeiro, Brazil
Event Type:international Conference
Event Start Date:4 December 2022
Event End Date:8 December 2022
Organizer:IEEE
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:08 Dec 2022 19:09
Last Modified:24 Apr 2024 20:53

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