Fast and Accurate Waveform Modeling of Long-Haul Multi-Channel Optical Fiber Transmission Using a Hybrid Model-Data Driven Scheme-Reference-Cited by-同舟云学术

Fast and Accurate Waveform Modeling of Long-Haul Multi-Channel Optical Fiber Transmission Using a Hybrid Model-Data Driven Scheme

Published:2022-07-15 Issue:14 Volume:40 Page:4571-4580
ISSN:0733-8724
Container-title:Journal of Lightwave Technology
language:
Short-container-title:J. Lightwave Technol.

Author:

Yang Hang¹^ORCID,Niu Zekun¹^ORCID,Zhao Haochen¹^ORCID,Xiao Shilin¹^ORCID,Hu Weisheng¹^ORCID,Yi Lilin¹^ORCID

Affiliation:

1. State Key Lab of Advanced Optical Communication System 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

Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/50/9826878/09760239.pdf?arnumber=9760239

Reference33 articles.

1. Optimization of the split-step fourier method in modeling optical-fiber communications systems

2. SGDR: Stochastic gradient descent with warm restarts;loshchilov,2016

3. Adam: A method for stochastic optimization;kingma,2014

4. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

5. The GN Model of Non-Linear Propagation in Uncompensated Coherent Optical Systems

Cited by 18 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends;Journal of Lightwave Technology;2024-06-15

2. The Digital Twin Framework for the Physical Wideband and Long‐Haul Optical Fiber Communication Systems;Laser & Photonics Reviews;2024-06-03

3. Co-LSTM-based fiber link modeling with ASE noise tracking for long-haul coherent optical transmission;Optics Letters;2024-04-01

4. Low-complexity fiber nonlinear distortion mitigation for long-haul optical transmission based on transformer and triplets;Optical Engineering;2024-03-19

5. Enhancing Generalization in Neural Channel Model for Optical Fiber WDM Transmission through Learned Encoding of System Parameters;Optical Fiber Communication Conference (OFC) 2024;2024