A Grey-Box Power Spectrum Prediction Model for Multi-Span C+L-Band Transmission System
We propose a grey-box model with physical features of ISRS and EDFA for predicting optical power spectrum in multi-span optical links, achieving a RMSE of 0.068 dB with 10 data samples.
Authors
- Lilin Yi (ORCID: https://orcid.org/0000-0002-6039-9063)
- Weisheng Hu (ORCID: https://orcid.org/0000-0002-6168-2688)
- Qunbi Zhuge (ORCID: https://orcid.org/0000-0002-2437-0220)
- Yuli Chen (ORCID: https://orcid.org/0000-0003-1880-3103)
- Xiaomin Liu (ORCID: https://orcid.org/0000-0001-5872-662X)
- Zihang Wang (ORCID: https://orcid.org/0000-0001-9032-5412)
- Yihao Zhang (ORCID: https://orcid.org/0009-0008-6965-1975)
Institutions
- Shanghai Jiao Tong University (CN)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11110975
- Primary Topic
- Power Systems and Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00