XPM compensation in optical fiber transmission systems using neural-network-based digital signal processing

Shotaro Owaki; Moriya Nakamura

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XPM compensation in optical fiber transmission systems using neural-network-based digital signal processing

机译：使用基于神经网络的数字信号处理的光纤传输系统中的XPM补偿

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摘要

We propose a novel XPM compensation scheme using neural-network-based digital signal processing. A 16QAM signal distorted by XPM in optical fiber transmission system was successfully compensated for with the scheme simpler than digital back propagation (DBP). BER and EVM performance was investigated by numerical simulations, and the EVM was improved by more than 40% by the compensation.

机译：我们提出了一种使用基于神经网络的数字信号处理的新颖XPM补偿方案。用比数字反向传播（DBP）更简单的方案成功地补偿了光纤传输系统中XPM失真的16QAM信号。通过数值模拟研究了BER和EVM性能，并通过补偿将EVM提高了40％以上。

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《IEICE Communications Express》 |2018年第1期|共6页
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Shotaro Owaki; Moriya Nakamura;
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中图分类通信;
关键词
digital signal processingnonlinear distortionXPMneural network;

机译：数字信号处理非线性失真XPM神经网络;

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1. Unrepeated Transmission of 20-Gb/s Optical Quadrature Phase-Shift-Keying Signal Over 200-km Standard Single-Mode Fiber Based on Digital Processing of Homodyne-Detected Signal for Group-Velocity Dispersion Compensation [J] . Satoshi Tsukamoto, Kazuhiro Katoh, Kazuro Kikuchi IEEE Photonics Technology Letters . 2006,第9期

机译：基于对群速度色散补偿的均相检测信号的数字处理，在200 km标准单模光纤上重复传输20 Gb / s光学正交相移键控信号
2. OPTIMIZING THE RATE OF TRANSMISSION OF DIGITAL SIGNALS VIA FIBER-OPTICAL TRANSMISSION SYSTEMS WITH WAVELENGTH-DIVISION MULTIPLEXING AND LINEAR OPTICAL AMPLIFIERS [J] . I. A. Saitov, N. I. Myasin Telecommunications and Radio Engineering . 2012,第8期

机译：通过具有波分复用和线性光学放大器的光纤传输系统来优化数字信号的传输速率
3. Estimation and Compensation for Signal-Signal Beating Interference in Direct Detection Fiber-Optical Transmission Systems of OFDM Signals [J] . V. A. Vardanyan Optoelectronics, Instrumentation and Data Processing . 2018,第3期

机译：OFDM信号直接检测光纤传输系统中信号信号搏动干扰的估计和补偿
4. Optical nonlinearity compensation using artificial neural-network-based digital signal processing [C] . Moriya Nakamura Conference on Metro and Data Center Optical Networks and Short-Reach Links . 2020

机译：基于人工神经网络的数字信号处理光学非线性补偿
5. A system model for the effect of Polarization Mode Dispersion on digital modulated optical signals in single mode fibers [D] . Chitambar, Abhijit Shriram 2009

机译：偏振模色散对单模光纤中数字调制光信号影响的系统模型
6. Digital nonlinearity compensation in high-capacity optical communication systems considering signal spectral broadening effect [O] . Tianhua Xu, Boris Karanov, Nikita A. Shevchenko, -1

机译：考虑信号频谱展宽效应的大容量光通信系统中的数字非线性补偿
7. XPM compensation in optical fiber transmission systems using neural-network-based digital signal processing [O] . Shotaro Owaki, Moriya Nakamura 2018

机译：使用基于神经网络的数字信号处理光纤传输系统的XPM补偿
8. Transmission of multiplexed video signals in multimode optical fiber systems [R] . White, Preston, III 1988

机译：在多模光纤系统中传输多路复用视频信号

XPM compensation in optical fiber transmission systems using neural-network-based digital signal processing

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