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Pathway to Intelligent Radio
IEEE Wireless Communications ( IF 12.9 ) Pub Date : 2020-03-04 , DOI: 10.1109/mwc.001.1900277
Zhijin Qin , Geoffrey Ye Li

In this article, we present a pathway to intelligent radio. After briefly reviewing the CR enabling techniques developed in the past couple of decades, we introduce the recent advances on ML in communications, especially those that can be applied to CR straightforwardly. Then we discuss those AI techniques that have been specifically designed to make spectrum sensing and spectrum access intelligent. Finally, we conclude our article with several research challenges in intelligent radio.

中文翻译:

通往智能广播的途径

在本文中,我们提出了通往智能无线电的途径。在简要回顾了过去几十年来开发的CR支持技术之后,我们介绍了通信ML中的最新进展,特别是那些可以直接应用于CR的进展。然后,我们讨论专门用于使频谱感应和频谱访问变得智能化的AI技术。最后,我们以智能无线电中的一些研究挑战结束本文。
更新日期:2020-04-22
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