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

12/11/2019

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by   Boris Karanov, et al.

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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.