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

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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听
DOI:
Full Text URL:	听

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