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Jun, 2022
面向相干光传输系统中基于神经网络非线性抑制均衡器的FPGA实现
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems
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Pedro J. Freire, Michael Anderson, Bernhard Spinnler, Thomas Bex, Jaroslaw E. Prilepsky...
TL;DR
本研究在FPGA中实现了基于递归和前馈神经网络的均衡器，其复杂度与色散均衡器相当，实验证明基于神经网络的均衡器可以优于每段1步DBP。
Abstract
For the first time, recurrent and feedforward
neural network
-based
equalizers
for
nonlinearity compensation
are implemented in an
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