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  • Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC)
  • OSA Technical Digest (Optica Publishing Group, 2020),
  • paper M4A.191
  • https://doi.org/10.1364/ACPC.2020.M4A.191

Modulation Format Identification and Transmission Quality Monitoring for Link Establishment in Optical Network Using Machine Learning Techniques

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Abstract

We propose and experimentally demonstrate a novel cost-effective and distributed optical performance monitor by employing Gaussian process regression for OSNR monitoring and support vector machine for modulation format identification simultaneously in optical network link establishment.

© 2020 The Author(s)

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