Multi-Task Learning Convolutional Neural Network and Optical Spectrums Enabled Optical Performance Monitoring
Author:
Affiliation:
1. School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/4563994/9714037/09721540.pdf?arnumber=9721540
Reference32 articles.
1. Polarization- and wavelength-independent SBS-based filters for high resolution optical spectrum measurement
2. Eye Diagram Measurement-Based Joint Modulation Format, OSNR, ROF, and Skew Monitoring of Coherent Channel Using Deep Learning
3. Identifying Probabilistically Shaped Modulation Formats Through 2D Stokes Planes With Two-Stage Deep Neural Networks
4. Joint Optical Performance Monitoring and Modulation Format/Bit-Rate Identification by CNN-Based Multi-Task Learning
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