计算机科学
无线
认知无线电
带宽(计算)
无线网络
通信系统
电信
边缘计算
计算机网络
计算机体系结构
GSM演进的增强数据速率
人工智能
作者
Jiyu Jiao,Xuehong Sun,Liang Fang,Jiafeng Lyu
出处
期刊:China Communications
[Institute of Electrical and Electronics Engineers]
日期:2021-12-01
卷期号:18 (12): 1-36
被引量:25
标识
DOI:10.23919/jcc.2021.12.001
摘要
With the development of 5G, the future wireless communication network tends to be more and more intelligent. In the face of new service demands of communication in the future such as super-heterogeneous network, multiple communication scenarios, large number of antenna elements and large bandwidth, new theories and technologies of intelligent communication have been widely studied, among which Deep Learning (DL) is a powerful technology in artificial intelligence(AI). It can be trained to continuously learn to update the optimal parameters. This paper reviews the latest research progress of DL in intelligent communication, and emphatically introduces five scenarios including Cognitive Radio (CR), Edge Computing (EC), Channel Measurement (CM), End to end Encoder/Decoder (EED) and Visible Light Communication (VLC). The prospect and challenges of further research and development in the future are also discussed.
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