Deep Transfer Learning Based Multi-impairment Diagnosis for PAM-4 Optical Communication Systems

An intelligent multi-impairment diagnosis technique based on eye-diagrams analysis using deep transfer learning is proposed. Six device imperfection-induced impairments are diagnosed and the whole accuracy of diagnostic results reaches 99.88%.