AI-Driven and MEC-Empowered Confident Information Coverage Hole Recovery in 6G-Enabled IoT

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作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Xia, Yunzhi;Deng, Xianjun;Yi, Lingzhi;Yang, Laurence T.;Tang, Xiao;...

通讯作者：

Deng, XJ

作者机构：

[Deng, Xianjun; Xia, Yunzhi; Yang, Laurence T.] Huazhong Univ Sci & Technol, Sch Cyber Sci & Engn, Wuhan 430074, Peoples R China.

[Yi, Lingzhi] Zhongnan Univ Econ & Law, Sch Informat & Safety Engn, Wuhan 430073, Peoples R China.

[Tang, Xiao] Univ South China, Sch Mech Engn, Hengyang 421009, Peoples R China.

[Zhu, Chenlu] Hubei Chutian Intelligent Transportat Co Ltd, Wuhan 430074, Peoples R China.

[Tian, Zhongping] Wasion Grp Co Ltd, Changsha 410205, Peoples R China.

通讯机构：

[Deng, XJ ] H

Huazhong Univ Sci & Technol, Sch Cyber Sci & Engn, Wuhan 430074, Peoples R China.

语种：

英文

关键词：

6G Internet of Things (IoT);6G mobile communication;Computational modeling;Confident Information Coverage Model (CIC);Coverage Hole (CHs);Energy consumption;Internet of Things;Maintenance engineering;Mobile Edge Computing (MEC);Q-learning;QLearning;Reliability

期刊：

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

ISSN：

2327-4697

年：

2022

卷：

期：

页码：

1256-1269

DOI：

10.1109/TNSE.2022.3154760

基金类别：

10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 61871209, 61901210 and 41904163) 10.13039/501100004735-Natural Science Foundation of Hunan Province (Grant Number: 2020JJ5483) Education Bureau of Hunan Province (Grant Number: 20C1580) Artificial Intelligence and Intelligent Transportation Joint Technical Center of HUST Hubei Chutian Intelligent Transportation Co., LTD Project Intelligent Transportation Operation Monitoring Network and System

机构署名：

本校为其他机构

院系归属：

机械工程学院

摘要：

With the development of 6G, a series of ultra-reliable intelligent IoT applications have been promoted, which puts forward higher requirements for the security and reliability of networks. Coverage Holes (CHs) pose great challenges to the network coverage reliability, and it is essential to repair CHs quickly and effectively. In this paper, we focus on the problem of CHs recovery of 6G IoT based on Mobile Edge Computing (MEC) and Artificial Intelligence (AI) to ensure reliable coverage. A Confident Information Coverage Hole Recovery Algorithm (...

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AI-Driven and MEC-Empowered Confident Information Coverage Hole Recovery in 6G-Enabled IoT

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