Egor Sedov

Egor Sedov

PhD | Researcher | Machine Learning | AI engineering

Fiber-Optic Communications Based on Finite-Genus Solutions to the NLS with a Convolutional Neural Network Receiver

Published in European Conference on Optical Communication (ECOC 2023), 2023

A novel fiber-optic communication system using finite-genus NLS solutions and a convolutional neural network receiver is demonstrated. The method avoids periodic constraints and shows transmission below the 7% HD-FEC threshold.

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@inproceedings{bogdanov2023fiber,
  title={Fiber-optic communications based on finite-genus solutions to the NLS with a convolutional neural network receiver},
  author={Bogdanov, Stepan and Prilepsky, Jaroslaw E and Shepelsky, Dmitry and Kamalian-Kopae, Morteza and Vasylchenkova, Anastasiia and Sedov, Egor and Turitsyn, Sergei K},
  booktitle={IET Conference Proceedings CP839},
  volume={2023},
  number={34},
  pages={467--470},
  year={2023},
  organization={IET}
}