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Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model
Published 11 Dec 2019 in cs.IT, cs.LG, eess.SP, and math.IT | (1912.05146v2)
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.
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