Lennard, Samuel;
Barbosa, Fabio Aparecido;
Marques Ferreira, Filipe;
(2024)
Experimental Demonstration of Zero-Shot Machine Learning Equalisation in Dual-Polarisation Coherent Transmission.
In:
Proceedings of the 50th European Conference on Optical Communication.
: Frankfurt, Germany.
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Abstract
We introduce the first machine learning-only equaliser for dual-polarisation IQ-modulated signals operating without online training or fine-tuning. Lab transmission of 30 Gbaud DP-16-QAM shows this equaliser matching or outperforming conventional DSP over a range of conditions, including different fibres and transmission frequencies.
| Type: | Proceedings paper |
|---|---|
| Title: | Experimental Demonstration of Zero-Shot Machine Learning Equalisation in Dual-Polarisation Coherent Transmission |
| Event: | 50th European Conference on Optical Communication |
| Location: | Frankfurt |
| Dates: | 22 Sep 2024 - 26 Sep 2024 |
| Open access status: | An open access version is available from UCL Discovery |
| Publisher version: | https://www.ecoc2024.org/ |
| Language: | English |
| Additional information: | © 2024 The Author(s) 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 > Dept of Electronic and Electrical Eng |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10203287 |
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