Energy Efficient Power Allocation Based on Machine Learning Generated Clusters for Distributed Antenna Systems

Energy Efficient Power Allocation Based on Machine Learning Generated Clusters for Distributed Antenna Systems

In this paper, we consider the combination of machine learning (ML) and wireless communication. We design a machine learning generated clusters model in a distributed antenna system (DAS), which is constructed by two different ML clustering algorithms, i.e., k-means algorithm and Gaussian mixture mo...

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Bibliographic Details
Main Authors: Chunlong He, Yuehua Zhou, Gongbin Qian, Xingquan Li, Daquan Feng
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Machine learning
spectral efficiency
energy efficiency
k-means
mixture of Gaussian model
distributed antenna system
Online Access:https://ieeexplore.ieee.org/document/8703037/

Internet

https://ieeexplore.ieee.org/document/8703037/

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