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Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Ge...

OFC 2020 | Karanov B, Chagnon M, Aref V, Lavery D, Bayvel P, et al. | We perform an experimental end-to-end transceiver optimization via deep learning using a generative adversarial network to ...

1 March 2020

Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model

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.

Publication Type:Conference
Authors:Karanov B, Chagnon M, Aref V, Lavery D, Bayvel P, Schmalen L
Publisher:OSA
Publication date:06/08/2020
Published proceedings:2020 Optical Fiber Communications Conference and Exhibition, OFC 2020 - Proceedings
Name of Conference:2020 Optical Fiber Communications Conference and Exhibition, OFC 2020
Conference start date:08/03/2020
Conference end date:12/03/2020
Conference location:
San Diego, California United States
ISBN -13:9781943580712
Status:Published 
DOI:http://dx.doi.org/10.1364/OFC.2020.Th2A.48
Full Text URL:

 

https://discovery.ucl.ac.uk/id/eprint/10100110/

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