Big Data Driven Wireless Communications: A Human-in-the-Loop Pushing Technique for 5G Systems

@article{Yan2018BigDD,
  title={Big Data Driven Wireless Communications: A Human-in-the-Loop Pushing Technique for 5G Systems},
  author={Qi Yan and Wei Chen and H. Vincent Poor},
  journal={IEEE Wireless Communications},
  year={2018},
  volume={25},
  pages={64-69}
}
The emergence of big data analytics makes it possible to extract and predict user demand from a significant volume of data that are collected from mobile networks. Accurate prediction of user demand based on big data provides the fundamental information for proactive pushing and caching, which can efficiently obtain capacity gains by making full use of idle spectrum when the network is off-peak. In this article, a "human-in-theloop" system combining prediction based on big data analytics with… CONTINUE READING

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