Deep Learning Based Hotspot Prediction and Beam Management for Adaptive Virtual Small Cell in 5G Networks.

Yanan Liu,Xianbin Wang,Gary Boudreau,Akram Bin Sediq,Hatem Abou-zeid

IEEE Transactions on Emerging Topics in Computational Intelligence（2020）

引用 36|浏览13

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摘要

To meet the extremely stringent but diverse requirements of 5G, cost-effective network deployment and traffic-aware adaptive utilization of network resources are becoming essential. In this paper, a hotspot prediction based virtual small cell (VSC) operation scheme is adopted to improve both the cost efficiency and operational efficiency of 5G networks. This paper focuses on how to predict the hot...

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关键词

Array signal processing,Deep learning,Computer architecture,5G mobile communication,Feature extraction,Neural networks,Microprocessors

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