Artificial Neural Networks for Linear and Non-Linear Impairment Mitigation in High-Baudrate IM/DD Systems

J. Estaran, R. Rios-Mueller,M. A. Mestre,F. Jorge,H. Mardoyan,A. Konczykowska,J.-Y. Dupuy,S. Bigo

ECOC 2016; 42nd European Conference on Optical Communication（2016）

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摘要

We propose using artificial neural networks onto IM/DD optical links to infer simultaneously the linear and non-linear channel response. We experimentally exploit this information on an 84-GBd 4-PAM system, proving up to 10x BER improvement over FFE after 1.5-km SSMF.

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