Geometric Constellation Shaping for Phase-noise Channels Using a Differentiable Blind Phase Search

Abstract

We perform geometric constellation shaping with optimized bit labeling using a binary autoencoder including a differential blind phase search (BPS). Our approach enables full end-to-end training of optical coherent transceivers taking into account the digital signal processing.

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