Nguyen, Tu, Mhatli, Sofien, Giacoumidis, Elias, Van Compernolle, Ludo, Wuilpart, Marc and Megret, Patrice (2016). Fiber Nonlinearity Equalizer Based on Support Vector Classification for Coherent Optical OFDM. IEEE Photonics Journal, 8 (2), pp. 1-9.
Abstract
A support vector machine (SVM)-based classification nonlinear equalizer (NLE) is demonstrated, for the first time, in coherent optical orthogonal frequency-division multiplexing (CO-OFDM). For a 40-Gb/s 16 quadrature amplitude modulated (16QAM) CO-OFDM system at 400 km of transmission, SVM-NLE reduces the fiber-induced nonlinearity penalty by about 1 dB in comparison to the benchmark artificial-neural-network (ANN)-based and inverse-Volterra-series-transfer-function-based NLEs.
| Publication DOI: | https://doi.org/10.1109/JPHOT.2016.2528886 |
|---|---|
| Divisions: | College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) College of Engineering & Physical Sciences |
| Additional Information: | © 2016 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. |
| Publication ISSN: | 1943-0655 |
| Last Modified: | 31 Oct 2024 08:28 |
| Date Deposited: | 03 Jul 2019 13:59 |
| Full Text Link: | |
| Related URLs: |
http://ieeexplo ... cument/7404238/
(Publisher URL) |
PURE Output Type: | Article |
| Published Date: | 2016-04-01 |
| Published Online Date: | 2016-02-11 |
| Authors: |
Nguyen, Tu
(
0000-0003-1683-5734)
Mhatli, Sofien Giacoumidis, Elias Van Compernolle, Ludo Wuilpart, Marc Megret, Patrice |
CORE (COnnecting REpositories)
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