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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.231
  • https://doi.org/10.1364/ACPC.2020.M4A.231

Research on signal recovery method of IM/DD optical fiber transmission system based on multi-bit and multi-class classification convolutional neural network

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Abstract

We have compared a new convolutional neural network based on multi-bit and multi-class classification of the time domain and wavelet domain feature extraction methods to recover the distorted signal in IM/DD optical fiber transmission system.

© 2020 The Author(s)

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