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  • European Conference on Optical Communication (ECOC) 2022
  • Technical Digest Series (Optica Publishing Group, 2022),
  • paper Tu1C.2

4x75-Gbit/s Optically Amplified WDM-PON with Beyond 31-dB Power Budget Employing PAM-4 Transmission and a Recurrent Neural Network

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Abstract

This paper proposes the use of recurrent neural networks-based machine learning equalizers to mitigate the nonlinearities in SOA-based WDM-PON systems with 100-GHz channel spacing. We achieve >31-dB link budgets on each channel for 4x75-Gbit/s PAM-4 transmissions over 25-km of single-mode fiber at 1550-nm.

© 2022 The Author(s)

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