Overfitting Problem of ANN- and VSTF-Based Nonlinear Equalizers Trained on Repeated Random Bit Sequences-Reference-Cited by-同舟云学术

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Overfitting Problem of ANN- and VSTF-Based Nonlinear Equalizers Trained on Repeated Random Bit Sequences

Published:2024-04 Issue:4 Volume:E107-B Page:349-356
ISSN:1745-1345
Container-title:IEICE Transactions on Communications
language:
Short-container-title:IEICE Trans. Commun.

Author:

Ikuta Kai¹,Nakamura Jinya²,Nakamura Moriya¹

Affiliation:

1. The authors are with Meiji University,Kawasaki-shi,Japan,214-8571

2. Fujikura Ltd.,Tokyo,Japan,135-8512

Funder

JSPS

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/10400553/10494236/10417032.pdf?arnumber=10417032

Reference22 articles.

1. Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation

2. Experimental demonstration of XPM compensation for WDM fibre transmission

3. Intra-channel nonlinearities mitigation in pseudo-linear coherent QPSK transmission systems via nonlinear electrical equalizer

4. Intrachannel Nonlinearity Compensation by Inverse Volterra Series Transfer Function

5. Artificial neural networks for linear and non-liner impairment mitigation in high-baudrate IM/DD systems;Estarán;ECOC2016. M.2.B.2,2016

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