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Applications of Machine Learning for 5G Advanced Wireless Systems

Authors :
Li Dapeng
Yingjun Zhou
Yin Gao
Man Zhang
Chen Jiajun
Source :
IWCMC
Publication Year :
2021
Publisher :
IEEE, 2021.

Abstract

Wireless communication is playing an important role in benefiting our daily lives. Fifth generation (5G) advanced wireless communication is anticipated to support various upcoming services. Moreover, machine learning (ML) is expected to optimize wireless systems by tackling complex problems which cannot be solved using traditional mathematical models. In this paper, applications of ML for 5G advanced wireless communication are introduced in conjunction with its research advances. Furthermore, this paper explores the challenges and future research directions of applying ML in 5G advanced wireless communication.

Details

Database :
OpenAIRE
Journal :
2021 International Wireless Communications and Mobile Computing (IWCMC)
Accession number :
edsair.doi...........ce7f3de636d5fa7b41e82cfd891f50b7
Full Text :
https://doi.org/10.1109/iwcmc51323.2021.9498754