典型文献
Intelligent Decision Making Framework for 6G Network
文献摘要：
Sixth Generation(6G)wireless com-munication network has been expected to provide global coverage,enhanced spectral efficiency,and AI(Artificial Intelligence)-native intelligence,etc.To meet these requirements,the computational concept of Decision-Making of cognition intelligence,its imple-mentation framework adapting to foreseen innovations on networks and services,and its empirical evalua-tions are key techniques to guarantee the generation-agnostic intelligence evolution of wireless communi-cation networks.In this paper,we propose an Intelli-gent Decision Making(IDM)framework,acting as the role of network brain,based on Reinforcement Learn-ing modelling philosophy to empower autonomous in-telligence evolution capability to 6G network.Be-sides,usage scenarios and simulation demonstrate the generality and efficiency of IDM.We hope that some of the ideas of IDM will assist the research of 6G net-work in a new or different light.
文献关键词：
中图分类号：
作者姓名：
Zheng Hu;Ping Zhang;Chunhong Zhang;Benhui Zhuang;Jianhua Zhang;Shangjing Lin;Tao Sun
作者机构：
State Key Laboratory of Networking and Switching Technology,Beijing University of Posts and Telecommunications,Beijing 100876,China;Key Laboratory of Universal Wireless Communications,Ministry of Education,Beijing 100876,China;Infrastructural Network Technology Research Department,China Mobile Research Institute,Beijing 100053,China
文献出处：
引用格式：
[1]Zheng Hu;Ping Zhang;Chunhong Zhang;Benhui Zhuang;Jianhua Zhang;Shangjing Lin;Tao Sun-.Intelligent Decision Making Framework for 6G Network)[J].中国通信（英文版）,2022(03):16-35
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Intelligent,Decision,Making,Framework,6G,Network,Sixth,Generation,wireless,munication,has,been,expected,provide,global,coverage,enhanced,spectral,efficiency,Artificial,Intelligence,native,intelligence,etc,To,meet,these,requirements,computational,concept,cognition,its,imple,mentation,framework,adapting,foreseen,innovations,networks,services,empirical,evalua,are,key,techniques,guarantee,generation,agnostic,evolution,communi,this,paper,propose,IDM,acting,role,brain,Reinforcement,Learn,modelling,philosophy,empower,autonomous,capability,Be,sides,usage,scenarios,simulation,demonstrate,generality,We,hope,that,some,ideas,will,assist,research,new,different,light
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0.648315
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