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Conferences > ACPC > 2016 > AS1B > AS1B.1

Machine learning for nonlinearity mitigation in CAP modulated optical interconnect system by using K-nearest neighbour algorithm

Lin Sun, Jiangbing Du, and Zuyuan He

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Abstract

In this study, for the first time, we experimentally demonstrated the machine learning method of K-nearest neighbour (K-NN) algorithm to mitigate nonlinear constellation distortion in optical carrier-less amplitude phase modulation (CAP) system.

© 2016 Optical Society of America

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