Averyanov, Evgeny, Redyuk, Alexey A., Sidelnikov, Oleg, Sorokina, Mariia, Fedoruk, Mikhail P. and Turitsyn, Sergei K. (2018). Perturbative Machine Learning Technique for Nonlinear Impairments Compensation in WDM Systems. IN: 2018 European Conference on Optical Communication (ECOC). IEEE.
Abstract
We propose a perturbation-based receiver-side machine-learning equalizer for inter- and intra-channel nonlinearity compensation in WDM systems. We show 1.6 dB and 0.6 dB Q2 -factor improvement compared with linear equalization and DBP respectively for 1000km transmission of 3×128Gbit/s DP-16QAM signal.
| Publication DOI: | https://doi.org/10.1109/ECOC.2018.8535338 |
|---|---|
| Divisions: | College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) College of Engineering & Physical Sciences College of Engineering & Physical Sciences > Systems analytics research institute (SARI) Aston University (General) |
| Additional Information: | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| ISBN: | 978-1-5386-4863-6, 978-1-5386-4862-9 |
| Last Modified: | 16 Dec 2024 09:11 |
| Date Deposited: | 22 Nov 2018 11:19 |
| Full Text Link: | |
| Related URLs: |
https://ieeexpl ... ocument/8535338
(Publisher URL) |
PURE Output Type: | Conference contribution |
| Published Date: | 2018-11-15 |
| Accepted Date: | 2018-06-22 |
| Authors: |
Averyanov, Evgeny
Redyuk, Alexey A. Sidelnikov, Oleg Sorokina, Mariia ( 
0000-0001-6082-0316)
Fedoruk, Mikhail P. Turitsyn, Sergei K. (
0000-0003-0101-3834)
|
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)