Cargando…

Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks

The role of various internet-of-things (IoT) devices responsible for data collection and reporting becomes more important in the era of Industry 4.0. Due to the various advantages (e.g., wide coverage, robust security, etc.), the cellular networks have been continuously evolved to accommodate IoT sc...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Taehoon, Chae, Seongho, Lim, Jin-Taek, Bang, Inkyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142554/
https://www.ncbi.nlm.nih.gov/pubmed/37112160
http://dx.doi.org/10.3390/s23083819
_version_ 1785033640665677824
author Kim, Taehoon
Chae, Seongho
Lim, Jin-Taek
Bang, Inkyu
author_facet Kim, Taehoon
Chae, Seongho
Lim, Jin-Taek
Bang, Inkyu
author_sort Kim, Taehoon
collection PubMed
description The role of various internet-of-things (IoT) devices responsible for data collection and reporting becomes more important in the era of Industry 4.0. Due to the various advantages (e.g., wide coverage, robust security, etc.), the cellular networks have been continuously evolved to accommodate IoT scenario. In IoT scenario, connection establishment is essential and primary for enabling IoT devices to communicate with centralized unit (e.g., base station (BS)). This connection establishment procedure in cellular networks, random access procedure, is generally operated in a contention-based manner. So, it is vulnerable to simultaneous connection requests from multiple IoT devices to the BS, which becomes worse as the contention participants increase. In this article, we newly propose a resource-efficient parallelized random access (RePRA) procedure for resource-efficiently ensuring reliable connection establishment in cellular-based massive IoT networks. Key features of our proposed technique are twofold: (1) Each IoT device simultaneously performs multiple RA procedures in parallel to improve connection establishment success probability, and (2) the BS handles excessive use of radio resources based on newly proposed two types of redundancy elimination mechanisms. Through extensive simulations, we evaluate the performance of our proposed technique in terms of connection establishment success probability and resource efficiency under various combinations of control parameters. Consequently, we verify the feasibility of our proposed technique for reliably and radio-efficiently supporting a large number of IoT devices.
format Online
Article
Text
id pubmed-10142554
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-101425542023-04-29 Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks Kim, Taehoon Chae, Seongho Lim, Jin-Taek Bang, Inkyu Sensors (Basel) Article The role of various internet-of-things (IoT) devices responsible for data collection and reporting becomes more important in the era of Industry 4.0. Due to the various advantages (e.g., wide coverage, robust security, etc.), the cellular networks have been continuously evolved to accommodate IoT scenario. In IoT scenario, connection establishment is essential and primary for enabling IoT devices to communicate with centralized unit (e.g., base station (BS)). This connection establishment procedure in cellular networks, random access procedure, is generally operated in a contention-based manner. So, it is vulnerable to simultaneous connection requests from multiple IoT devices to the BS, which becomes worse as the contention participants increase. In this article, we newly propose a resource-efficient parallelized random access (RePRA) procedure for resource-efficiently ensuring reliable connection establishment in cellular-based massive IoT networks. Key features of our proposed technique are twofold: (1) Each IoT device simultaneously performs multiple RA procedures in parallel to improve connection establishment success probability, and (2) the BS handles excessive use of radio resources based on newly proposed two types of redundancy elimination mechanisms. Through extensive simulations, we evaluate the performance of our proposed technique in terms of connection establishment success probability and resource efficiency under various combinations of control parameters. Consequently, we verify the feasibility of our proposed technique for reliably and radio-efficiently supporting a large number of IoT devices. MDPI 2023-04-08 /pmc/articles/PMC10142554/ /pubmed/37112160 http://dx.doi.org/10.3390/s23083819 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Taehoon
Chae, Seongho
Lim, Jin-Taek
Bang, Inkyu
Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title_full Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title_fullStr Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title_full_unstemmed Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title_short Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks
title_sort resource-efficient parallelized random access for reliable connection establishment in cellular iot networks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142554/
https://www.ncbi.nlm.nih.gov/pubmed/37112160
http://dx.doi.org/10.3390/s23083819
work_keys_str_mv AT kimtaehoon resourceefficientparallelizedrandomaccessforreliableconnectionestablishmentincellulariotnetworks
AT chaeseongho resourceefficientparallelizedrandomaccessforreliableconnectionestablishmentincellulariotnetworks
AT limjintaek resourceefficientparallelizedrandomaccessforreliableconnectionestablishmentincellulariotnetworks
AT banginkyu resourceefficientparallelizedrandomaccessforreliableconnectionestablishmentincellulariotnetworks