Multi-span long-haul fiber transmission model based on cascaded neural networks with multi-head attention mechanism-Reference-Cited by-同舟云学术

Multi-span long-haul fiber transmission model based on cascaded neural networks with multi-head attention mechanism

Published:2022 Issue: Volume: Page:1-8
ISSN:0733-8724
Container-title:Journal of Lightwave Technology
language:
Short-container-title:J. Lightwave Technol.

Author:

Zang Yubin¹^ORCID,Yu Zhenming²^ORCID,Xu Kun²,Chen Minghua¹,Yang Sigang¹^ORCID,Chen Hongwei¹^ORCID

Affiliation:

1. Beijing National Research Center for Information Science and Technology (BNRist) and Department of Electronic Engineering, Tsinghua University, Beijing, China

2. State Key Laboratory of Information Phonetics and Optical Communications, Beijing University of Post and Telecommunications, Beijing, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atomic and Molecular Physics, and Optics

Link

http://xplorestaging.ieee.org/ielx7/50/4357488/09847299.pdf?arnumber=9847299

Reference13 articles.

1. Bidirectional LSTM-CRF models for sequence tagging;huang,2015

2. Data-driven Optical Fiber Channel Modeling: A Deep Learning Approach

3. Fast and Accurate Optical Fiber Channel Modeling Using Generative Adversarial Network

4. Attention is all you need;vaswani;Adv in Neural Info Proc Syst,2017

5. On the origin of deep learning;wang,2017

Cited by 8 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. Co-LSTM-based fiber link modeling with ASE noise tracking for long-haul coherent optical transmission;Optics Letters;2024-04-01

2. Multichannel Nonlinear Equalization in Coherent WDM Systems Based on Bi-Directional Recurrent Neural Networks;Journal of Lightwave Technology;2024-01-15

3. DeepONet-Based Waveform-Level Simulation for a Wideband Nonlinear WDM System;Journal of Lightwave Technology;2023-11-15

4. Long-Short-Term QoT Prediction for Already Established Light-Path While Considering Light-Path Correlation;2023 Asia Communications and Photonics Conference/2023 International Photonics and Optoelectronics Meetings (ACP/POEM);2023-11-04

5. Research on deep reinforcement learning basketball robot shooting skills improvement based on end to end architecture and multi-modal perception;Frontiers in Neurorobotics;2023-10-13