A Survey of Network Automation for Industrial Internet-of-Things Towards Industry 5.0

Hao Ran Chi; Chung Kit Wu; Nen-Fu Huang; Kim-Fung Tsang; Ayman Radwan

doi:10.1109/TII.2022.3215231

A Survey of Network Automation for Industrial Internet-of-Things Towards Industry 5.0

Hao Ran Chi, Chung Kit Wu, Nen-Fu Huang, Kim-Fung Tsang, Ayman Radwan^*

^*Corresponding author for this work

Department of Electrical Engineering

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

171 Citations (Scopus)

Abstract

Network automation has been bred by the deployment of 5G based Industrial Internet-of-Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot-interaction/-collaboration towards 6G based Industry 5.0. Hitherto, to the best of the authors knowledge, research efforts are still required to provide a comprehensive review of the state-of-the-art network automation technologies for IIoT in 5G-based Industry 4.0 and summary of challenges for next-generation network automation regarding the stricter network requirements of 6G based Industry 5.0. Therefore, in this article, we conduct a comprehensive overview of the state-of-the-art network automation technologies, standardizations, and corresponding impact on IIoT of Industry 4.0. We also forecast the next-generation network automation development towards 6G-based Industry 5.0. This article provides blueprint of the next-generation network automation, meanwhile conducting comprehensive overview of the SoA network automation technologies in Industry 4.0, which gains high referable value for the researchers in the relative domain.

Original language	English
Pages (from-to)	2065-2077
Journal	IEEE Transactions on Industrial Informatics
Volume	19
Issue number	2
Online published	17 Oct 2022
DOIs	https://doi.org/10.1109/TII.2022.3215231
Publication status	Published - Feb 2023

Bibliographical note

Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Research Keywords

5G mobile communication
6G mobile communication
Artificial intelligence
Automation
Fourth Industrial Revolution
Industrial Internet of Things
Industrial Internet-of-Things
Industries
Industry 5.0
Network automation
Next generation networking

Access Output

10.1109/TII.2022.3215231

Other Access Options

Check CityUHK Library

Permanent Link

Right click to copy link

Cite this

@article{d0b4b4c35cae4c0988533344aaa89852,

title = "A Survey of Network Automation for Industrial Internet-of-Things Towards Industry 5.0",

abstract = "Network automation has been bred by the deployment of 5G based Industrial Internet-of-Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot-interaction/-collaboration towards 6G based Industry 5.0. Hitherto, to the best of the authors knowledge, research efforts are still required to provide a comprehensive review of the state-of-the-art network automation technologies for IIoT in 5G-based Industry 4.0 and summary of challenges for next-generation network automation regarding the stricter network requirements of 6G based Industry 5.0. Therefore, in this article, we conduct a comprehensive overview of the state-of-the-art network automation technologies, standardizations, and corresponding impact on IIoT of Industry 4.0. We also forecast the next-generation network automation development towards 6G-based Industry 5.0. This article provides blueprint of the next-generation network automation, meanwhile conducting comprehensive overview of the SoA network automation technologies in Industry 4.0, which gains high referable value for the researchers in the relative domain.",

keywords = "5G mobile communication, 6G mobile communication, Artificial intelligence, Automation, Fourth Industrial Revolution, Industrial Internet of Things, Industrial Internet-of-Things, Industries, Industry 5.0, Network automation, Next generation networking",

author = "Chi, {Hao Ran} and Wu, {Chung Kit} and Nen-Fu Huang and Kim-Fung Tsang and Ayman Radwan",

note = "Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).",

year = "2023",

month = feb,

doi = "10.1109/TII.2022.3215231",

language = "English",

volume = "19",

pages = "2065--2077",

journal = "IEEE Transactions on Industrial Informatics",

issn = "1551-3203",

publisher = "IEEE Computer Society",

number = "2",

}

TY - JOUR

T1 - A Survey of Network Automation for Industrial Internet-of-Things Towards Industry 5.0

AU - Chi, Hao Ran

AU - Wu, Chung Kit

AU - Huang, Nen-Fu

AU - Tsang, Kim-Fung

AU - Radwan, Ayman

N1 - Full text of this publication does not contain sufficient affiliation information. With consent from the author(s) concerned, the Research Unit(s) information for this record is based on the existing academic department affiliation of the author(s).

PY - 2023/2

Y1 - 2023/2

N2 - Network automation has been bred by the deployment of 5G based Industrial Internet-of-Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot-interaction/-collaboration towards 6G based Industry 5.0. Hitherto, to the best of the authors knowledge, research efforts are still required to provide a comprehensive review of the state-of-the-art network automation technologies for IIoT in 5G-based Industry 4.0 and summary of challenges for next-generation network automation regarding the stricter network requirements of 6G based Industry 5.0. Therefore, in this article, we conduct a comprehensive overview of the state-of-the-art network automation technologies, standardizations, and corresponding impact on IIoT of Industry 4.0. We also forecast the next-generation network automation development towards 6G-based Industry 5.0. This article provides blueprint of the next-generation network automation, meanwhile conducting comprehensive overview of the SoA network automation technologies in Industry 4.0, which gains high referable value for the researchers in the relative domain.

AB - Network automation has been bred by the deployment of 5G based Industrial Internet-of-Things (IIoT) in Industry 4.0, and further approaching pervasive AI and human-robot-interaction/-collaboration towards 6G based Industry 5.0. Hitherto, to the best of the authors knowledge, research efforts are still required to provide a comprehensive review of the state-of-the-art network automation technologies for IIoT in 5G-based Industry 4.0 and summary of challenges for next-generation network automation regarding the stricter network requirements of 6G based Industry 5.0. Therefore, in this article, we conduct a comprehensive overview of the state-of-the-art network automation technologies, standardizations, and corresponding impact on IIoT of Industry 4.0. We also forecast the next-generation network automation development towards 6G-based Industry 5.0. This article provides blueprint of the next-generation network automation, meanwhile conducting comprehensive overview of the SoA network automation technologies in Industry 4.0, which gains high referable value for the researchers in the relative domain.

KW - 5G mobile communication

KW - 6G mobile communication

KW - Artificial intelligence

KW - Automation

KW - Fourth Industrial Revolution

KW - Industrial Internet of Things

KW - Industrial Internet-of-Things

KW - Industries

KW - Industry 5.0

KW - Network automation

KW - Next generation networking

UR - http://www.scopus.com/inward/record.url?scp=85140769954&partnerID=8YFLogxK

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85140769954&origin=recordpage

U2 - 10.1109/TII.2022.3215231

DO - 10.1109/TII.2022.3215231

M3 - RGC 21 - Publication in refereed journal

SN - 1551-3203

VL - 19

SP - 2065

EP - 2077

JO - IEEE Transactions on Industrial Informatics

JF - IEEE Transactions on Industrial Informatics

IS - 2

ER -

A Survey of Network Automation for Industrial Internet-of-Things Towards Industry 5.0

Abstract

Bibliographical note

UN SDGs

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Cite this