Fast and Format-Transparent Polarization Tracking Scheme Based on Nonlinear Principal Component Analysis Criterion

机译：基于非线性主成分分析准则的快速且格式透明的偏振跟踪方案

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摘要

A fast and format-transparent polarization tracking recovery scheme based on nonlinear principal component analysis criterion is proposed. Simulation and experimental results indicate that our scheme shows fast polarization tracking capability, compared with ICA.

机译：提出了一种基于非线性主成分分析准则的快速且格式透明的极化跟踪恢复方案。仿真和实验结果表明，与ICA相比，我们的方案具有快速的极化跟踪能力。

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《Optical Fiber Communications Conference and Exhibition》|2019年|1-3|共3页
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Qian Xiang; Yanfu Yang; Qun Zhang; Yong Yao;
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Principal component analysis; Q-factor; Phase shift keying; Optical noise; Phase noise; Signal to noise ratio;

机译：主成分分析; Q因子;相移键控;光学噪声;相位噪声;信噪比;

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1. Fast noise level estimation algorithm based on principal component analysis transform and nonlinear rectification [J] . Xu Shaoping, Zeng Xiaoxia, Jiang Yinnan, Journal of electronic imaging . 2018,第1期

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2. Nonlinear principal component analysis using strong tracking filter [J] . Ding Zizhe, Zhang Xianda, Zhu Xiaolong Tsinghua Science and Technology . 2007,第6期

机译：使用强跟踪滤波器的非线性主成分分析
3. Nonlinear Principal Component Analysis Using Strong Tracking Filter [J] . 清华大学学报（英文版） . 2007,第006期

机译：使用强跟踪滤波器的非线性主成分分析
4. Fast and Format-Transparent Polarization Tracking Scheme Based on Nonlinear Principal Component Analysis Criterion [C] . Qian Xiang, Yanfu Yang, Qun Zhang, Optical Fiber Communications Conference and Exhibition . 2019

机译：基于非线性主成分分析标准的快速和格式透明偏振跟踪方案
5. Statistical monitoring and fault diagnosing of multivariate processes based on nonlinear principal component analysis. [D] . Li, Xueman. 2004

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6. GRAF-pop: A Fast Distance-Based Method To Infer Subject Ancestry from Multiple Genotype Datasets Without Principal Components Analysis [O] . Yumi Jin, Alejandro A. Schaffer, Michael Feolo, 2019

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7. Fast polarization-state tracking scheme based on radius-directed linear Kalman filter [O] . Yang, Y, Cao, G, Zhong, K, 2015

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8. Fast and Sensitive New Satellite SO2 Retrieval Algorithm based on Principal Component Analysis: Application to the Ozone Monitoring Instrument. [R] . Li, C., Joiner, J., Krotkov, A., 2013

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Fast and Format-Transparent Polarization Tracking Scheme Based on Nonlinear Principal Component Analysis Criterion

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