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  • OSA Advanced Photonics Congress (AP) 2019 (IPR, Networks, NOMA, SPPCom, PVLED)
  • OSA Technical Digest (Optica Publishing Group, 2019),
  • paper JW4A.2

One-Shot Learning for Modulation Format Identification in Evolving Optical Networks

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Abstract

We report on the first successful application of one-shot machine learning scheme that identifies new modulation formats based on a single constellation diagram without re-training. 100% accuracy is achieved when expanding from 2 to 5 supported modulation formats.

© 2019 The Author(s)

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