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Conferences > ACPC > 2018 > Su4C > Su4C.5
  • Asia Communications and Photonics Conference (ACP) 2018
  • OSA Technical Digest (Optica Publishing Group, 2018),
  • paper Su4C.5

SVM Classification Comparison for QAM Modulated Optical Interconnection

Chang Wang, Guoyao Chen, Haoyang Wang, Lin Sun, Jiangbing Du, Zuyuan He, Ke Xu, and Bo Liu

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Abstract

We experimentally investigated four SVM multi-classification methods for machine learning nonlinearity mitigation. The comparison results indicate very close BER performance with significant improvement. Meanwhile, the SVM multi-classifier based on the in-phase and quadrature component has the lowest complexity.

© 2018 The Author(s)

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