Modeling of Gain and Q- Factor Characteristics in Semiconductor Optical Amplifier based on Convolutional Neural Network
This paper proposes a modeling method of semiconductor optical amplifier based on a deep learning technique. We report errors of gain and Q factor between the actual and estimated waveforms are less than 0.5 dB.
Authors
- Daisuke Hisano (ORCID: https://orcid.org/0000-0002-5766-3812)
- Ryoma Katsura
Institutions
- The University of Osaka (JP)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676919
- Citations
- 1
- Primary Topic
- Semiconductor Lasers and Optical Devices
- Type
- article
- Field-Weighted Citation Impact
- 0.21