Optical Performance monitoring using Q-learning optimized least square support vector machine in optical network

Author:

Sun Qiang1,Yang Zhuojia1,Chen Xiaodong1,Yu Chengqing2

Affiliation:

1. Beijing Jiaotong University,School of Electronic Information Engineering,Beijing,China

2. Central South University,School of Traffic and Transportation Engineering,Changsha,China

Funder

National Science Foundation

Publisher

IEEE

Reference13 articles.

1. OSNR Monitoring for PM-QPSK Systems With Large Inline Chromatic Dispersion Using Artificial Neural Network Technique

2. Optical Performance Monitoring of 56Gbps Optical PAM4 Signal Using Artificial Neural Network;chen;Asia Communications and Photonics Conference,2017

3. Intelligent constellation diagram analyzer using convolutional neural network-based deep learning

4. Least Squares Support Vector Machine Classifers: a Large Scale Algorithm;suykens;European Conference on Circuit Theory and Design,1999

5. Comparison of Split-Step Fourier Schemes for Simulating Fiber Optic Communication Systems

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