Karanov, B;
Chagnon, M;
Aref, V;
Lavery, D;
Bayvel, P;
Schmalen, L;
(2020)
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model.
In:
Optical Fiber Communication Conference.
OSA: San Diego, CA, USA.
Preview |
Text
1912.05146v2.pdf - Accepted Version Available under License : See the attached licence file. Download (510kB) | Preview |
Abstract
We perform an experimental end-to-end transceiver optimization via deep learning using a generative adversarial network to approximate the test-bed channel. Previously, optimization was only possible through a prior assumption of an explicit simplified channel model.
| Type: | Proceedings paper |
|---|---|
| Title: | Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model |
| Event: | 2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1364/OFC.2020.Th2A.48 |
| Publisher version: | https://doi.org/10.1364/OFC.2020.Th2A.48 |
| 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.ucl.ac.uk/id/eprint/10100110 |
Archive Staff Only
 |
View Item |
