Expertise-Enhanced Machine Learning for Failure Detection on Field-Deployed Optical Modules

Chunyu Zhang, Zhiming Sun, Weijie Yang,Bing Ye,Min Zhang,Danshi Wang

JOURNAL OF LIGHTWAVE TECHNOLOGY（2025）

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关键词

Optical receivers,Optical signal processing,Optical polarization,Optical filters,Integrated optics,Optical modulation,Optical network units,Data-driven,expertise-enhanced,failure detection,field-deployed optical modules,limited fault samples

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