MLP-Mixer for Optical Fiber Channel Modeling in WDM Transmission System Based on Feature Decoupling Distributed Method
We propose to integrate MLP-Mixer with feature decoupling distributed technique for modeling the signal propagation in optical fiber channel. It exhibits high accuracy and low complexity, especially in the long-haul wavelength division multiplexing transmission scenarios.
Authors
- Zhongwei Tan (ORCID: https://orcid.org/0000-0002-7263-8666)
- Yu Fu (ORCID: https://orcid.org/0000-0001-8771-760X)
- Tianwai Bo (ORCID: https://orcid.org/0000-0001-5602-5635)
- Yi Dong (ORCID: https://orcid.org/0000-0001-6806-4519)
- Yihao Zhou (ORCID: https://orcid.org/0000-0002-8828-8461)
- Wen Chang Zhuang
- Mengsheng Zhai (ORCID: https://orcid.org/0000-0003-0524-1914)
Institutions
- Beijing Institute of Technology (CN)
- Ministry of Industry and Information Technology (CN)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809911
- Primary Topic
- Advanced Photonic Communication Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- National Key Research and Development Program of China