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[期刊论文] 作者：Zhaohui Yang,Mingzhe Chen,Kai-Kit Wong,H.Vincent Poor,Shuguang Cui,
来源：工程（英文） 年份：2022
Standard machine-learning approaches involve the centralization of training data in a data center,where centralized machine-learning algorithms can be applied for data analysis and inference.However,due to privacy restrictions and limited c......
Recent Advances in Data-Driven Wireless Communication Using Gaussian Processes:A Comprehensive Surve
[期刊论文] 作者：Kai Chen,Qinglei Kong,Yijue Dai,Yue Xu,Feng Yin,Lexi Xu,Shuguang Cui,
来源：中国通信（英文版） 年份：2022
Data-driven paradigms are well-known and salient demands of future wireless communication.Em-powered by big data and machine learning techniques,next-generation data-driven communication systems will be intelligent with unique characteristi......
[期刊论文] 作者：Ping ZHANG,Mugen PENG,Shuguang CUI,Zhaoyang ZHANG,Guoqiang MAO,Zhi QUAN,Tony Q.S.QUEK,Bo RONG,
来源：信息与电子工程前沿（英文版） 年份：2022
With the acceleration of a new round of global scientific, technological, and industrial revolution, the next generation of information and communication technology, i.e., 6G, will inject new momentum into industry transformation and upgrad......
[期刊论文] 作者：GAO,Zihang SONG,Han ZHANG,Sean FULLER,Andrew LAMBERT,Zhinong YING,Petri M(A)H(O)NEN,Yonina ELDAR,Shuguang CUI,
来源：计算机科学前沿 年份：2021
1 IntroductionrnThe fact that the spectrum resource is underutilised in cer-tain bands has motivated the dynamic spectrum access (DSA)approach,which enables unlicensed secondary users (SUs)equipped with cognitive radio (CR) devices to acces......
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