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04/14/2021
Unsupervised Learning in Next-Generation Networks: Real-Time Performance Self-Diagnosis
This letter demonstrates the use of unsupervised machine learning to ena...
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02/25/2020
Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation
The promising coverage and spectral efficiency gains of intelligent refl...
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10/02/2019
Deep Learning Predictive Band Switching in Wireless Networks
In cellular systems, the user equipment (UE) can request a change in the...
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06/29/2019
Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination
The fifth generation of wireless communications (5G) promises massive in...
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08/13/2018