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Conferences > OFC > 2019 > M2H > M2H.1

Multi-Stage Machine Learning Enhanced DSP for DP-64QAM Coherent Optical Transmission Systems

Mu Xu, Junwen Zhang, Haipeng Zhang, Zhensheng Jia, Jing Wang, Lin Cheng, Louis Alberto Campos, and Curtis Knittle

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Abstract

We propose to improve DSP for coherent-signal recovery with distributed multi-stage machine-learning algorithms. Experiments demonstrate more-than-3-dB and 1-dB improvements in OSNR sensitivities for 40-GBd and 60-GBd DP-64QAM at BER thresholds of 4.5×10−3 and 1.6×10-2 respectively.

© 2019 The Author(s)

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