Optical Fiber Channel Modeling Using Conditional Generative Adversarial Network

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Feb 28, 2020
Hang Yang, Zekun Niu, Lilin Yi, Shilin Xiao
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In this paper, we use CGAN (conditional generative adversarial network) to model the fiber-optic channel and the performance is similar with the conventional method, SSFM (split-step Fourier method), while the running time is reduced from several minutes to about 2 seconds at 80-km distance.

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