Blockchain and Artificial Intelligence for Dynamic Resource Sharing in 6G and Beyond

被引：60

作者：

Hu, Shisheng ^{[1
]}

Liang, Ying-Chang ^{[1
]}

Xiong, Zehui ^{[2
]}

Niyato, Dusit ^{[3
]}

机构：

[1] Univ Elect Sci & Technol China, Chengdu, Peoples R China

[2] Singapore Univ Technol & Design, Singapore, Singapore

[3] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore, Singapore

来源：

IEEE WIRELESS COMMUNICATIONS | 2021年 / 28卷 / 04期

基金：

国家重点研发计划; 中国国家自然科学基金;

关键词：

Blockchain; Artificial intelligence; Resource management; 6G mobile communication; Dynamic scheduling; Smart contracts; Pattern recognition; WIRELESS NETWORKS;

D O I：

10.1109/MWC.001.2000409

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Wireless resources, such as spectrum, computation, infrastructures and so on, are critical in 6G and beyond. Dynamic Resource Sharing (DRS), which improves the resource utilization compared to the static and fixed resource allocation, thus needs to be further exploited. Blockchain and AI are two promising techniques for DRS in 6G and beyond. In this article, a blockchain and AI-empow-ered DRS architecture is proposed, where block-chain is used to achieve the functionalities in DRS with improved distribution, security and automation, and AI is implemented to improve the performance of pattern recognition and decision-making in DRS. Finally, a case study where dynamic spectrum sharing is implemented within the proposed architecture, and deep reinforcement learning is used and shown to optimize the profit ratio of the users.

引用

页码：145 / 151

页数：7

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