IEEE - Institute of Electrical and Electronics Engineers, Inc. - Reinforcement Learning-Based Downlink Interference Control for Ultra-Dense Small Cells

Author(s): Liang Xiao ; Hailu Zhang ; Yilin Xiao ; Xiaoyue Wan ; Sicong Liu ; Li-Chun Wang ; H. Vincent Poor
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2020
Volume: 19
Page(s): 423 - 434
ISSN (Electronic): 1558-2248
ISSN (Paper): 1536-1276
DOI: 10.1109/TWC.2019.2945951
Regular:

The dense deployment of small cells in 5G cellular networks raises the issue of controlling downlink inter-cell interference under time-varying channel states. In this paper, we propose a... View More

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