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Rate Adaptive Autoencoder-based Geometric Constellation Shaping

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Abstract

An autoencoder is used to optimize bit-to-symbol mappings for geometric constellation shaping. The mappings allow for net rate adaptivity without additional hardware complexity, while achieving up to 300km of transmission distance compared to uniform QAM.

© 2023 The Author(s)

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