Fourier Neural Operator Based Modeling of Long-Haul Optical Fiber Channel in Dual-Polarization Systems
2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM)（2023）
Abstract
We present the modeling of fiber channel using Fourier neural operator (FNO). For a 30-GBaud 16-QAM dual-polarization system, the simulation results show that the SNR difference is within 0.15 dB between the FNO and SSFM.
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Key words
Deep learning,Optical fiber communications,Fiber channel modeling,Fourier neural operator (FNO)
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