Machine Learning Applications for Fault Tracing and Localization in Optical Fiber Communication Networks: A Review
Shiny Pearl Abdula,
Mary Joy Llagas,
Alessandra May Fernandez
et al.
Abstract:The review aims to assess fifteen (15) academic literature sources, highlighting the application of machine learning algorithms in the maintenance operations of optical fiber networks. It exhibits the collection of data using PRISMA methodology—Preferred Reporting Item for Systems Review and Meta-Analyses. The application, results, and performance metrics are discussed based on the collected observations, computations, and statistics in the studies, which revealed records of high accuracy degrees ran… Show more
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