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Experimental demonstration of dispersion tolerant end-to-end deep learning-based IM-DD transmission system

Chagnon, M; Karanov, BP; Schmalen, L; (2018) Experimental demonstration of dispersion tolerant end-to-end deep learning-based IM-DD transmission system. In: (Proceedings) ECOC 2018, 44th European Conference on Optical Communication, 23-27 September 2018, Rome, Italy. IEEE (In press). Green open access

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Abstract

We experimentally demonstrate an IM-DD system relying on deep neural networks from transmitter to receiver delivering 42 Gb/s over 20 and 40 km at 1550 nm below 3.8×10−3 . The ANN is trained to tolerate deviations in dispersion by as much as ±170ps/nm

Type: Proceedings paper
Title: Experimental demonstration of dispersion tolerant end-to-end deep learning-based IM-DD transmission system
Event: ECOC 2018, 44th European Conference on Optical Communication, 23-27 September 2018, Rome, Italy
Location: Rome, Italy
Dates: 23 September 2018 - 27 September 2018
Open access status: An open access version is available from UCL Discovery
Publisher version: https://ieeexplore.ieee.org/Xplore/home.jsp
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 > 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/10051347
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