2<sup>nd</sup> Order Backward Raman Amplifier Design Using Autoencoder for C+L Band Transmission
We propose machine learning based 2<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">nd</sup> order backward Raman amplifier design using autoencoder and a two-step training process. We demonstrate 0.18 dB RMS error for target Raman gain profile of 10 dB in C+L band transmission.
Authors
- Inwoong Kim (ORCID: https://orcid.org/0000-0002-8957-8460)
- Paparao Palacharla
- Olga Vassilieva
- Youichi Akasaka (ORCID: https://orcid.org/0000-0003-0378-398X)
Institutions
- Fujitsu (United States) (US)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676548
- Citations
- 1
- Primary Topic
- Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.21