Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds
Author:
Publisher
The Optical Society
Subject
Computer Networks and Communications
Reference47 articles.
1. Design of Low-Margin Optical Networks
2. Can we use flexible transponders to reduce margins?;Augé,2013
3. QoT estimation for unestablished lighpaths using machine learning;Barletta,2017
4. Formulating QoT estimation with machine learning;Sartzetakis,2018
5. Machine-Learning Method for Quality of Transmission Prediction of Unestablished Lightpaths
Cited by 19 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. Enhancing Machine Learning Based Physical Layer Performance Estimation of Optical Transmission Links Using Data Augmentation;2024 14th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP);2024-07-17
2. Reducing Complexity and Enhancing Predictive Power of ML-Based Lightpath QoT Estimation via SHAP-Assisted Feature Selection;2024 International Conference on Optical Network Design and Modeling (ONDM);2024-05-06
3. Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths;Optical Fiber Communication Conference (OFC) 2024;2024
4. Experimental Validation of Machine Learning-Based Joint Failure Management and Quality of Transmission Estimation;IEEE Photonics Journal;2023-12
5. Experimental Investigation of Spectral Data Enhanced QoT Estimation;Journal of Lightwave Technology;2023-09-15
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