Joint OSNR monitoring and modulation format identification on signal amplitude histograms using convolutional neural network

Author:

Lv Hongjing,Zhou Xian,Huo Jiahao,Yuan Jinhui

Funder

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials,Atomic and Molecular Physics, and Optics,Instrumentation,Control and Systems Engineering

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4. Machine learning techniques for optical performance monitoring from directly detected PDM-QAM signals;Thrane;J. Lightwave Technol.,2017

5. Convolutional neural network-based deep learning for intelligent OSNR estimation on eye diagrams;Wang;Eur. Conf. Optical Commun. (ECOC),2017

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