most citedSupply-Power-Constrained Cable Capacity Maximization Using Deep Neural Networks

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2 papers

eess.SP2020

Supply-Power-Constrained Cable Capacity Maximization Using Multi-Layer Neural Networks

Junho Cho, Sethumadhavan Chandrasekhar, Erixhen Sula +9

We experimentally solve the problem of maximizing capacity under a total supply power constraint in a massively parallel submarine cable context, i.e., for a spatially uncoupled sy…

eess.SP2019★ 1 cited

Supply-Power-Constrained Cable Capacity Maximization Using Deep Neural Networks

Junho Cho, Sethumadhavan Chandrasekhar, Erixhen Sula +9

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 machin…