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Random Access Protocol for Massive Internet-of-Things Connectivity in Space-Air-Ground Integrated Networks

Authors
Park, JoohanYoun, JiseungOh, JoohyunIm, JeongjuAhn, SeyoungKim, SoohyeongCho, Sunghyun
Issue Date
Dec-2023
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
Aerospace electronics; Base stations; congestion control; Internet of Things; massive IoT; online algorithm; Quality of service; random access; Satellites; Space-air-ground integrated network; Space-air-ground integrated networks; Uplink
Citation
IEEE Internet of Things Journal, v.10, no.23, pp 1 - 16
Pages
16
Indexed
SCIE
SCOPUS
Journal Title
IEEE Internet of Things Journal
Volume
10
Number
23
Start Page
1
End Page
16
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/117933
DOI
10.1109/JIOT.2023.3286382
ISSN
2327-4662
Abstract
—Space-air-ground integrated networks (SAGIN) are receiving a lot of attention as a candidate for an extension to non-terrestrial networks beyond the limit of terrestrial networks. SAGIN can be a means to satisfy various quality-of-service (QoS) by providing several communication links in different characteristics. To fully utilize the advantage of SAGIN, a protocol for informing user equipment (UE) of an appropriate base station layer of SAGIN is needed according to QoS requirements. In addition, the development of the protocol should consider the characteristics of the UE. In particular, when the UE is a machine-type communication device (MTCD) constituting a massive internet of things network, random access congestion issue should be considered. To solve the problems, we propose a random access protocol. We propose an indicator named virtual deadline indicator (VDI) to inform MTCD which layer to try for random access. MTCD attempts random access to one layer of SAGIN by comparing the remaining deadlines of traffic and the point of the VDI. To minimize the deadline expiration rate, we propose an algorithm to shift the VDI position. The base station estimates the number of the MTCDs and remaining deadline distribution by using the number of the idle preambles to find the VDI location. Finally, we compare the performance of the protocol through simulation with three benchmark schemes. We confirm that the proposed protocol reduces the deadline expiration rate without compromising the age of information and energy efficiency.
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ERICA 소프트웨어융합대학 (ERICA 컴퓨터학부)
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