Neural Network Receiver for Nonlinear Frequency Division Multiplexing System with Multiple Eigenvalues

机译：具有多个特征值的非线性频分复用系统的神经网络接收器

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摘要

For nonlinear frequency division multiplexing optical communication system, a receiver based on neural network was proposed and verified, which can demodulate multiple eigenvalues and has better performance than nonlinear Fourier transform receiver.

机译：对于非线性频分复用光通信系统，提出并验证了一种基于神经网络的接收机，该接收机能够解调多个特征值，性能优于非线性傅立叶变换接收机。

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《Asia Communications and Photonics Conference》|2019年|1-3|共3页
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Yue Wu; Xulun Zhang; Zibo Zheng; Lixia Xi; Shucheng Du; Xiaoguang Zhang;
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demodulation; eigenvalues and eigenfunctions; Fourier transforms; frequency division multiplexing; neural nets; nonlinear optics; optical receivers; telecommunication computing;

机译：解调;特征值和特征函数;傅立叶变换;频分复用;神经网络;非线性光学;光接收机;电信计算;

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专利

1. Experimental Demonstration of Nonlinear Frequency Division Multiplexing Transmission With Neural Network Receiver [J] . Gaiarin Simone, Da Ros Francesco, De Renzis Nicola, Journal of Lightwave Technology . 2020,第23期

机译：神经网络接收机非线性频分复用传输的实验证明
2. Mode transformation and united control mechanism supporting wavelength division multiplexing Ethernet passive optical network and orthogonal frequency division multiplexing passive optical network in multi-subsystem-based virtual passive optical network [J] . Weilun Xie, Chaoqin Gan, Weidong Xia, Communications, IET . 2017,第5期

机译：基于多子系统的虚拟无源光网络中支持波分复用以太网无源光网络和正交频分复用无源光网络的模式转换和联合控制机制
3. Iterative receiver with soft-input-based-channel estimation for orthogonal frequency division multiplexing-interleave division multiple access systems [J] . Oyerinde O.O., Mneney S.H. Communications, IET . 2014,第14期

机译：正交频分复用-交织分割多址系统的基于软输入的信道估计的迭代接收机
4. Neural Network Receiver for Nonlinear Frequency Division Multiplexing System with Multiple Eigenvalues [C] . Yue Wu, Xulun Zhang, Zibo Zheng, Asia Communications and Photonics Conference . 2019

机译：具有多个特征值的非线性频分复用系统的神经网络接收器
5. Nonlinear transform approach to the reduction of peak-to-average power ratio in orthogonal frequency division multiplexing (OFDM) systems. [D] . Dursun, Serkan. 2010

机译：降低正交频分复用（OFDM）系统中峰均功率比的非线性变换方法。
6. Spectral function modulation based on nonlinear frequency division multiplexing [O] . Guangqiang He, Luning Wang, Chenyang Li, -1

机译：基于非线性频分复用的频谱函数调制
7. Time-Domain Neural Network Receiver for Nonlinear Frequency Division Multiplexed Systems [O] . Rasmus T. Jones, Simone Gaiarin, Metodi P. Yankov, 2018

机译：非线性频率分割多路复用系统的时域神经网络接收器

Neural Network Receiver for Nonlinear Frequency Division Multiplexing System with Multiple Eigenvalues

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