End-to-End Learning of Probabilistic Constellation Shaping through Importance Sampling

Shrinivas Chimmalgi, Laurent Schmalen, Vahid Aref

Probabilistic constellation shaping enables easy rate adaption and has been proven to reduce the gap to Shannon capacity. Constellation point probabilities are optimized to maximiz…