Nonlinear Channel Equalization Using Gaussian Processes Regression in IMDD Fiber Link

Nonlinear Channel Equalization Using Gaussian Processes Regression in IMDD Fiber Link

Gaussian processes regression (GPR)-aided nonlinear channel equalizer (CE) is experimentally demonstrated in a multi-level intensity modulation and direct detection fiber link. In this scheme, the GPR model is used to estimate the transmitted symbols or the corresponding nonlinear distortions after...

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Bibliographic Details
Main Authors: Xiang Li, Yixin Zhang, Desheng Li, Perry Ping Shum, Tianye Huang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Photonics Journal
Subjects:
Direct detection
Gaussian processes regression
intensity modulation
nonlinear channel equalizer
Online Access:https://ieeexplore.ieee.org/document/9910387/

Internet

https://ieeexplore.ieee.org/document/9910387/

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