14:30 〜 14:45
[MB1-2] Dynamic complex deep Neural Network Nonlinear Equalizer for 64 QAM Long-haul Transmission Systems
キーワード:Digital signal processing techniques for optical communications , Complex Deep Artificial Neural Network, Deep Learning, Adaptive machine learning method
We implemented a two-hidden-layer dynamic complex deep neural network nonlinear equalizer which outperforms the linear equalizer, static and dynamic single hidden layer CDNN-NLE by 1.38-dB, 1.01-dB and 0.62-dB for a 34-GBaud/s, 64-QAM signal over 1200-km.
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