Fourier Neural Operator Based Fibre Channel Modelling for Optical Transmission
- Resource Type
- Conference
- Authors
- Qiu, Qizhi; Lun, Huazhi; Liu, Xiaomin; Yi, Lilin; Hu, Weisheng; Zhuge, Qunbi
- Source
- 2022 European Conference on Optical Communication (ECOC) Optical Communication (ECOC), 2022 European Conference on. :1-4 Sep, 2022
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Photonics and Electrooptics
Signal Processing and Analysis
Optical fibers
Biological system modeling
Frequency-domain analysis
Europe
Wavelength division multiplexing
Optical fiber communication
Time-domain analysis
- Language
We propose a Fourier Neural Operator based fibre channel modelling method with both time-domain and frequency-domain operators. The proposed method performs a high accuracy in the WDM long-haul transmission system.