Transformer-Based Long Distance Fiber Channel Modeling for Optical OFDM Systems

Author:

Zhang Niuyong1,Yang Hang1ORCID,Niu Zekun1ORCID,Zheng Lizhuo1ORCID,Chen Cao1ORCID,Xiao Shilin1ORCID,Yi Lilin1ORCID

Affiliation:

1. State Key Lab of Advanced Optical Communication Systems and Networks, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering

Reference48 articles.

1. On Four-Wave Mixing Suppression in Dispersion-Managed Fiber-Optic OFDM Systems With an Optical Phase Conjugation Module

2. Calculation of power limit due to fiber nonlinearity in optical OFDM systems

3. Beyond Self-attention: External attention using two linear layers for visual tasks;guo,2021

4. How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures

5. The shattered gradients problem: If resnets are the answer, then what is the question?;balduzzi;Proc 34th Int Conf Mach Learn,0

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