Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
Author:
Affiliation:
1. Aston Institute of Photonic Technologies, Aston University, Birmingham, U.K.
2. Infinera R&D, Munich, Germany
3. Infinera Unipessoal, Carnaxide, Portugal
4. AMD Research, Logic Drive, Citywest Business Campus, Dublin, Ireland
Funder
European Commission
H2020 B5G-OPEN Project
EPSRC Project TRANSNET
Leverhulme Trust
EU Horizon 2020 program
Marie Skłodowska-Curie
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/50/10164793/10113728.pdf?arnumber=10113728
Reference74 articles.
1. System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm
2. Approximating activation functions;timmons,2020
3. Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM
4. FPGA implementation for the sigmoid with piecewise linear fitting method based on curvature analysis;li;Electronics,2022
5. Demonstration of photonic neural network for fiber nonlinearity compensation in long-haul transmission systems
Cited by 4 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. Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach;Journal of Lightwave Technology;2024-06-15
2. Complexity Reduction of Neural Networks for Nonlinear Fourier Transform in Optical Transmission Systems;2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN);2024-05-05
3. DACNN-aided nonlinear equalizer for a probabilistic shaping coherent optical communication system;Applied Optics;2024-02-28
4. A Novel Adaptive PWL Equalizer using Soft- partition for DML-based PAM-6 Transmission;Journal of Lightwave Technology;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3