343 citations · 465 across the 22 of their papers we have counts for
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cs.IT2018
Hybrid Precoding-Based Millimeter-Wave Massive MIMO-NOMA with Simultaneous Wireless Information and Power Transfer
Linglong Dai, Bichai Wang, Mugen Peng +1
Non-orthogonal multiple access (NOMA) has been recently considered in millimeter-wave (mmWave) massive MIMO systems to further enhance the spectrum efficiency. In addition, simulta…
cs.NI2018
Deep Reinforcement Learning Based Mode Selection and Resource Management for Green Fog Radio Access Networks
Yaohua Sun, Mugen Peng, Shiwen Mao
Fog radio access networks (F-RANs) are seen as potential architectures to support services of internet of things by leveraging edge caching and edge computing. However, current wor…
cs.NI2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues
Yaohua Sun, Mugen Peng, Yangcheng Zhou +2
As a key technique for enabling artificial intelligence, machine learning (ML) is capable of solving complex problems without explicit programming. Motivated by its successful appl…