SPOct 2, 2019
Supply-Power-Constrained Cable Capacity Maximization Using Deep Neural NetworksJunho Cho, Sethumadhavan Chandrasekhar, Erixhen Sula et al.
We experimentally achieve a 19% capacity gain per Watt of electrical supply power in a 12-span link by eliminating gain flattening filters and optimizing launch powers using machine learning by deep neural networks in a massively parallel fiber context.