ML based modulation format identifier using K-NN algorithm
Author:
Publisher
Elsevier BV
Subject
General Medicine
Reference17 articles.
1. Advanced optical modulation formats;Winzer;Proc. IEEE,2006
2. Rentao Gu, Zeyuan Yang, Yuefeng Ji, “Machine learning for intelligent optical networks: A comprehensive survey”, Journal of Network and Computer Applications, Volume 157, 2020, 102576, ISSN 1084-8045, https://doi.org/10.1016/j.jnca.2020.102576.
3. Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks;Khan;Opt. Express,2012
4. Machine Learning Techniques for Optical Performance Monitoring and Modulation Format Identification: A Survey;Saif;IEEE Communications Surveys & Tutorials,2020
5. J. Liu et al., “Modulation Format Identification Based on Received Signal Power Distributions for Digital Coherent Receivers,” in Optical Fiber Communication Conference, OSA Technical Digest (online) (Optica Publishing Group, 2014), paper Th4D.3.
Cited by 3 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. Modulation format identification in elastic optical networks using integrated photonic reservoir computing and untrained K-nearest neighbors algorithm;Optics Express;2024-09-04
2. Recognition of Signal Modulation Pattern Based on Multi-task Self-supervised Learning;IFIP Advances in Information and Communication Technology;2024
3. Classification of Tuna Meat Grade Quality Based on Color Space Using Wavelet and k-Nearest Neighbor Algorithm;2023 International Conference on Smart-Green Technology in Electrical and Information Systems (ICSGTEIS);2023-11-02
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