四川轻化工大学学报（自然科学版）2025，Vol.38Issue(3)：85-94,10.DOI:10.11863/j.suse.2025.03.10
光纤通信系统的性能监测研究综述
A Review of Research on Performance Monitoring of Optical Fiber Communication Systems
摘要
Abstract
Optical performance monitoring plays a pivotal role in improving the efficiency of optical fiber communication networks.With the increasing demand for bandwidth and service quality,applying the advantages of machine learning in identification and classification to optical performance monitoring can effectively improve the transmission rate and resource utilization of optical fiber communication.First,the traditional optical performance monitoring method is introduced.Then,the principles and differences between coherent detection and direct detection systems are analyzed.Furthermore,existing machine learning-based optical performance monitoring techniques are comprehensively reviewed and summarized in terms of their performance,advantages,and limitations.Finally,the development trend of machine learning monitoring technology in current optical network and future elastic optical network is prospected.关键词
光纤通信/机器学习/光性能监测/弹性光网络Key words
optical fiber communication/machine learning/optical performance monitoring/elastic optical network分类
信息技术与安全科学引用本文复制引用
胡琴,周顺勇,张航领,彭梓洋,陆欢,朱豪..光纤通信系统的性能监测研究综述[J].四川轻化工大学学报（自然科学版）,2025,38(3):85-94,10.基金项目
国家自然科学基金项目(61801319) （61801319）
四川省科技厅省院省校重点项目(2020YFSY0027) （2020YFSY0027）
四川轻化工大学研究生创新基金项目(Y2023290) （Y2023290）
