End-to-End Learning of Geometrical Shaping Maximizing Generalized Mutual Information

Kadir Gümüs, Alex Alvarado, Bin Chen +2

GMI-based end-to-end learning is shown to be highly nonconvex. We apply gradient descent initialized with Gray-labeled APSK constellations directly to the constellation coordinates…