Artificial Neural Network-Based Compensation for Transceiver Nonlinearity in Probabilistic Shaping Systems

Tu T. Nguyen,Tingting Zhang,Mahmood Abu-Romoh,Andrew D. Ellis

Artificial Neural Network-Based Compensation for Transceiver Nonlinearity in Probabilistic Shaping Systems

2020

Tu T. Nguyen
Tingting Zhang
Mahmood Abu-Romoh
Andrew D. Ellis

Artificial neural network for transceiver nonlinearity compensation in dual-polarization probabilistically shaped 28 GBaud systems is experimentally investigated with achieved SNR performance gain up to 1 dB.

Keywords:

Transceiver
Artificial neural network
Engineering
Probabilistic logic
Electronic engineering
Nonlinear system
Optical amplifier
Signal processing

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