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Conferences > OFC > 2022 > Th3D > Th3D.5

Autonomous and Generalized Soft Failure Detection based on Digital Residual Spectrum in Optical Networks

Kaixuan Sun, Zhenming Yu, Hongyu Huang, Jing Zhang, and Kun Xu

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Abstract

We propose and experimentally demonstrate an autonomous and generalized soft failure detection scheme using Auto-Encoder and digital residual spectrum. False negative rate (FNR) for five transmission systems is below 3.87% with the same trained model.

© 2022 The Author(s)

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