Optimization Strategy of Raman Pump for C+L+S Optical Transmissions with ANN
We efficiently establish a differential model to estimate the generalized signal-to-noise ratio profiles with artificial neural network models. The optimization of the Raman pump based on this model is developed to maximize the transmission capacity. © 2024 The Author(s)
Authors
- Hong Lin (ORCID: https://orcid.org/0000-0001-9398-6558)
- Bo Xu (ORCID: https://orcid.org/0000-0003-1678-6207)
- Jing Zhang (ORCID: https://orcid.org/0000-0002-9496-4083)
- Kun Qiu (ORCID: https://orcid.org/0000-0002-4121-3665)
- Rui Wang (ORCID: https://orcid.org/0000-0003-0044-8932)
- Xue Zhao (ORCID: https://orcid.org/0000-0003-3111-9648)
Institutions
- University of Electronic Science and Technology of China (CN)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676579
- Primary Topic
- Spectroscopy Techniques in Biomedical and Chemical Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00