Harnessing machine learning for fiber-induced nonlinearity mitigation in long-haul coherent optical OFDM

Harnessing machine learning for fiber-induced nonlinearity mitigation in long-haul coherent optical OFDM

Coherent optical orthogonal frequency division multiplexing (CO-OFDM) has attracted a lot of interest in optical fiber communications due to its simplified digital signal processing (DSP) units, high spectral-efficiency, flexibility, and tolerance to linear impairments. However, CO-OFDM’s...

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Bibliographic Details
Main Authors: Elias Giacoumidis, Yi Lin, Jinlong Wei, Ivan Aldaya, Athanasios Tsokanos, Liam P. Barry
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Future Internet
Subjects:
fiber optics communications
machine learning
artificial neural network
support vector machine
clustering
nonlinear equalization
coherent optical OFDM
Online Access:https://www.mdpi.com/1999-5903/11/1/2

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https://www.mdpi.com/1999-5903/11/1/2

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