Lennard, S;
Barbosa, FA;
Ferreira, FM;
(2023)
Generalization Capabilities of Machine Learning-based PDM Equalization.
In:
British and Irish Conference on Optics and Photonics, BICOP 2023.
(pp. pp. 1-2).
Optica Publishing Group
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Abstract
We investigate the generalization capabilities of a novel machine learningbased receiver for recovering PDM 16-QAM symbols over unseen chromatic dispersion, Kerr nonlinear distortion, and stochastic polarization evolution.
| Type: | Proceedings paper |
|---|---|
| Title: | Generalization Capabilities of Machine Learning-based PDM Equalization |
| Event: | British and Irish Conference on Optics and Photonics 2023 |
| Dates: | 2023 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1364/BICOP.2023.PS.11 |
| Publisher version: | http://dx.doi.org/10.1364/bicop.2023.ps.11 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher's terms and conditions. |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng |
| URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10193435 |
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