A Conditional Generative Adversarial Network aided Few-mode Fiber Channel Modeling for large-capacity optical fiber communication

Mengzhu Yuan,Huan Chang, Ming Ma,Ran Gao,Fei Wang,Qi Zhang,Dong Guo,Zhipei Li,Fu Wang, Xin Huang

2023 21st International Conference on Optical Communications and Networks (ICOCN)（2023）

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摘要

In this paper, a conditional generative adversarial network (CGAN) aided channel modeling technique is proposed for few-mode fiber (FMF) optical communication. Simulation results demonstrate the proposed CGAN-aided FMF modeling technique achieve an attractive effect on modelling accuracy.

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关键词

Few mode fiber,Channel modeling,Conditional generative adversarial network

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