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Abstract
We implement a complete fiber-optic communication system as an end-to-end computational graph using an artificial neural network (ANN)-based transceiver. We highlight transceivers implemented using feedforward or recurrent ANN, and illustrate their performance by an example.
Original language | English |
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Title of host publication | 2020 European Conference on Optical Communications, ECOC 2020 |
Publisher | Institute of Electrical and Electronics Engineers |
Number of pages | 4 |
ISBN (Electronic) | 9781728173610 |
DOIs | |
Publication status | Published - 4 Feb 2021 |
Event | 46th European Conference on Optical Communications (ECOC 2020) - Virtual, Brussels, Belgium Duration: 6 Dec 2020 → 10 Dec 2020 Conference number: 46 |
Conference
Conference | 46th European Conference on Optical Communications (ECOC 2020) |
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Abbreviated title | ECOC 2020 |
Country/Territory | Belgium |
City | Virtual, Brussels |
Period | 6/12/20 → 10/12/20 |
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Dive into the research topics of 'End-to-End Learning in Optical Fiber Communications: Concept and Transceiver Design'. Together they form a unique fingerprint.Projects
- 1 Active
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ICONIC: Increasing the Capacity of Optical Nonlinear Interfering Channels
Alvarado, A., Alvarado, A., Willems, F. M. J., Sanders, R., Alvarado, A., Barreiro, A., Wu, K., de Jonge, M., Karanov, B., Karanov, B., Lee, J. & Oliari, V.
1/08/17 → 31/07/23
Project: Research direct