Neural Probabilistic Shaping: Joint Distribution Learning for Optical Fiber Communications

Mohammad Taha Askari, Lutz Lampe, Amirhossein Ghazisaeidi

We present an autoregressive end-to-end learning approach for probabilistic shaping on nonlinear fiber channels. Our proposed scheme learns the joint symbol distribution and provid…