Joint Demand Forecasting and DQN-Based Control for Energy-Aware Mobile Traffic Offloading

With the explosive growth in demand for mobile traffic, one of the promising solutions is to offload cellular traffic to small base stations for better system efficiency. Due to increasing system complexity, network operators are facing severe challenges and looking for machine learning-based soluti...

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Bibliographic Details
Main Authors: Chih-Wei Huang, Po-Chen Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9057490/