Rate Adaptive Geometric Constellation Shaping Using Autoencoders and Many-To-One Mapping

A many-to-one mapping geometric constellation shaping scheme is proposed with a fixed modulation format, fixed FEC engine and rate adaptation with an arbitrarily small step. An autoencoder is used to optimize the labelings and constellation points’ positions.