Deep Transfer Learning Based Multi-impairment Diagnosis for PAM-4 Optical Communication Systems
2019 18TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN)(2019)
摘要
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%.
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关键词
Impairment Diagnosis, Deep transfer learning, Optical communication systems
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