A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems

A Blind Nonlinearity Compensator Using DBSCAN Clustering for Coherent Optical Transmission Systems

Coherent fiber-optic communication systems are limited by the Kerr-induced nonlinearity. Benchmark optical and digital nonlinearity compensation techniques are typically complex and tackle deterministic-induced nonlinearities. However, these techniques ignore the impact of stochastic nonlinear disto...

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Bibliographic Details
Main Authors: Elias Giacoumidis, Yi Lin, Mutsam Jarajreh, Sean O’Duill, Kevin McGuinness, Paul F. Whelan, Liam P. Barry
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
fiber optics communications
coherent communications
machine learning
clustering
nonlinearity cancellation
Online Access:https://www.mdpi.com/2076-3417/9/20/4398

Internet

https://www.mdpi.com/2076-3417/9/20/4398

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