AI for 5G: Research Directions and Paradigms

点击上方“中国科学信息科学”, 及时获取期刊动态!

Wireless communication technologies such as fifth generation mobile networks (5G) will not only provide an increase of 1000 times in Internet traffic in the next decade but will also offer the underlying technologies to entire industries to support Internet of things (IOT) technologies. Compared to existing mobile communication techniques, 5G has more varied applications and its corresponding system design is more complicated. The resurgence of artificial intelligence (AI) techniques offers an alternative option that is possibly superior to traditional ideas and performance. Typical and potential research directions related to the promising contributions that can be achieved through AI must be identified, evaluated, and investigated. To this end, this study provides an overview that first combs through several promising research directions in AI for 5G technologies based on an understanding of the key technologies in 5G. In addition, the study focuses on providing design  paradigms including 5G network optimization, optimal resource allocation, 5G physical layer unified acceleration, end-to-end physical layer joint optimization, and so on. 

文章出版信息:

AI for 5G: research directions and paradigms 

You X H, Zhang C, Tan X S, et al.

Sci China Inf Sci, 2019, 62(2): 021301

点击“阅读原文”免费获取全文

长按并识别二维码，免费下载原文PDF

您可能还感兴趣: