A Nonlinear Equalization Method Based on Kolmogorov-Arnold Networks in WDM Systems
A nonlinear equalization method based on Kolmogorov-Arnold networks is proposed to mitigate nonlinear effects in WDM systems. Experimental results demonstrate that this approach significantly enhances system performance.
Authors
- Fu Wang (ORCID: https://orcid.org/0000-0002-5596-4208)
- Ran Gao (ORCID: https://orcid.org/0000-0003-2666-1643)
- Qi Zhang (ORCID: https://orcid.org/0000-0001-7343-9645)
- Xiangjun Xin (ORCID: https://orcid.org/0000-0002-1690-056X)
- Yi Zhao (ORCID: https://orcid.org/0000-0002-1139-8320)
- Sitong Zhou
- Qihan Zhao (ORCID: https://orcid.org/0009-0000-5450-8457)
- Qinghua Tian (ORCID: https://orcid.org/0000-0002-1169-9078)
- Feng Tian
- Yi Cui (ORCID: https://orcid.org/0009-0007-7434-469X)
- Xinyu Yuan
- Yun Wang (ORCID: https://orcid.org/0009-0006-5841-3627)
Institutions
- Beijing Institute of Technology (CN)
- Beijing University of Posts and Telecommunications (CN)
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10810064
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00