Cell Fault Management Using Machine Learning Techniques

Cell Fault Management Using Machine Learning Techniques

This paper surveys the literature relating to the application of machine learning to fault management in cellular networks from an operational perspective. We summarise the main issues as 5G networks evolve, and their implications for fault management. We describe the relevant machine learning techn...

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Bibliographic Details
Main Authors: David Mulvey, Chuan Heng Foh, Muhammad Ali Imran, Rahim Tafazolli
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Cellular networks
self healing
cell outage
cell degradation
fault diagnosis
deep learning
Online Access:https://ieeexplore.ieee.org/document/8819935/

Internet

https://ieeexplore.ieee.org/document/8819935/

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