Optical Signal-to-Noise Ratio Monitoring Based On Statistical Moments Using Artificial Neural Network

Feng Wang; Shencheng Ni; Shuying Han; Shanhong You; Ming Luo; Zhixue He

doi:10.1364/ACPC.2020.M4A.246

Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC)
OSA Technical Digest (Optica Publishing Group, 2020),
paper M4A.246
•https://doi.org/10.1364/ACPC.2020.M4A.246

Optical Signal-to-Noise Ratio Monitoring Based On Statistical Moments Using Artificial Neural Network

Feng Wang, Shencheng Ni, Shuying Han, Shanhong You, Ming Luo, and Zhixue He

Asia Communications and Photonics Conference 2020

Beijing China
24–27 October 2020
ISBN: 978-1-943580-82-8

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F. Wang, S. Ni, S. Han, S. You, M. Luo, and Z. He, "Optical Signal-to-Noise Ratio Monitoring Based On Statistical Moments Using Artificial Neural Network," in Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC), K. Xu, D. Simeonidou, C. Chang-Hasnain, N. Wada, X. Ren, Z. Zhukov, P. Perry Shum, Y. Ji, J. Zhang, X. Zhou, C. Lu, and L. Wosinska, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper M4A.246.

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Abstract

We experimentally demonstrate an optical signal-to-noise ratio (OSNR) monitoring method based on statistical moments in combination with artificial neural network (ANN). The simulation and experiment results show that this method can monitor OSNR accurately.

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