Forecasting loss of signal in optical networks with machine learning
Author:
Publisher
The Optical Society
Subject
Computer Networks and Communications
Reference32 articles.
1. Analysing Crisis Communication Strategies of Airline Companies in United States: A Case Study of Southwest Airline 2016 Power Outage Crisis
2. Using Machine Learning in Communication Networks [Invited]
3. Optical Nonlinear Phase Noise Compensation for $9\times 32$ -Gbaud PolDM-16 QAM Transmission Using a Code-Aided Expectation-Maximization Algorithm
4. Application of Machine Learning in Fiber Nonlinearity Modeling and Monitoring for Elastic Optical Networks
5. Convolutional Neural Network-Based Optical Performance Monitoring for Optical Transport Networks
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