108 citations · 109 across the 2 of their papers we have counts for
2 papers
eess.SP2021★ 1 cited
Inverse design of Raman amplifier in frequency and distance domain using Convolutional Neural Networks
Mehran Soltani, Francesco Da Ros, Andrea Carena +1
We present a Convolutional Neural Network (CNN) architecture for inverse Raman amplifier design. This model aims at finding the pump powers and wavelengths required for a target si…
cs.IT2016★ 108 cited
Constellation Shaping for WDM systems using 256QAM/1024QAM with Probabilistic Optimization
Metodi P. Yankov, Francesco Da Ros, Edson P. da Silva +5
In this paper, probabilistic shaping is numerically and experimentally investigated for increasing the transmission reach of wavelength division multiplexed (WDM) optical communica…