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Gaussian Mixture Model clustering algorithm for a probabilistic shaping 64QAM coherent optical communication system

  • Hui Xu
  • , Yongjun Wang*
  • , Chao Li
  • , Xiangjun Xin
  • *此作品的通讯作者
  • Beijing University of Posts and Telecommunications

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, a Gaussian Mixture Model (GMM) clustering algorithm with initial means is proposed. The experiment results show that the proposed algorithm can significantly improve the performance of probabilistic shaping (PS) 64QAM.

源语言英语
主期刊名2021 Asia Communications and Photonics Conference, ACP 2021 - Proceedings
出版商Optica Publishing Group (formerly OSA)
ISBN(电子版)9781957171005
出版状态已出版 - 2021
已对外发布
活动2021 Asia Communications and Photonics Conference, ACP 2021 - Shanghai, 中国
期限: 24 10月 202127 10月 2021

出版系列

姓名Asia Communications and Photonics Conference, ACP
2021-October
ISSN(印刷版)2162-108X

会议

会议2021 Asia Communications and Photonics Conference, ACP 2021
国家/地区中国
Shanghai
时期24/10/2127/10/21

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