Rate Adaptive Autoencoder-based Geometric Constellation Shaping
arXiv:2301.01247
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.