RobustSTL and Machine-Learning Hybrid to Improve Time Series Prediction of Base Station Traffic

RobustSTL and Machine-Learning Hybrid to Improve Time Series Prediction of Base Station Traffic

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Green networking is currently becoming an urgent compulsion applied for cellular network architecture. One of the treatments that can be undertaken to fulfill such an objective is a traffic-aware scheme of a base station. This scheme can control the power consumption of the cellular network based on...

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Bibliographic Details
Main Authors: Lin, C.-H (Author), Nuha, U. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
base station
green networking
machine learning
network traffic prediction
RobustSTL
Online Access:View Fulltext in Publisher

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