145 citations · 501 across the 21 of their papers we have counts for
Showing 2019Show all
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quant-ph2019★ 9 cited
Coherent Optical Communications Enhanced by Machine Intelligence
Sanjaya Lohani, Ryan T. Glasser
Uncertainty in discriminating between different received coherent signals is integral to the operation of many free-space optical communications protocols, and is often difficult w…
physics.optics2019★ 14 cited
Dispersion Characterization and Pulse Prediction with Machine Learning
Sanjaya Lohani, Erin M. Knutson, Wenlei Zhang +1
In this work we demonstrate the efficacy of neural networks in the characterization of dispersive media. We also develop a neural network to make predictions for input probe pulses…
eess.SP2019★ 49 cited
Generative Machine Learning for Robust Free-Space Communication
Sanjaya Lohani, Ryan T. Glasser
Realistic free-space optical communications systems suffer from turbulent propagation of light through the atmosphere and detector noise at the receiver, which can significantly de…