Advanced Photonics Nexus, Volume. 3, Issue 2, 026009(2024)

Multiparameter performance monitoring of pulse amplitude modulation channels using convolutional neural networks

Si-Ao Li1, Yuanpeng Liu1, Yiwen Zhang1, Wenqian Zhao1, Tongying Shi1, Xiao Han2, Ivan B. Djordjevic2, Changjing Bao3, Zhongqi Pan4, and Yang Yue5、*
Author Affiliations
  • 1Nankai University, Institute of Modern Optics, Tianjin, China
  • 2University of Arizona, Department of Electrical and Computer Engineering, Tucson, Arizona, United States
  • 3University of Southern California, Department of Electrical Engineering, Los Angeles, California, United States
  • 4University of Louisiana at Lafayette, Department of Electrical and Computer Engineering, Lafayette, Louisiana, United States
  • 5Xi’an Jiaotong University, School of Information and Communications Engineering, Xi’an, China
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    Si-Ao Li, Yuanpeng Liu, Yiwen Zhang, Wenqian Zhao, Tongying Shi, Xiao Han, Ivan B. Djordjevic, Changjing Bao, Zhongqi Pan, Yang Yue. Multiparameter performance monitoring of pulse amplitude modulation channels using convolutional neural networks[J]. Advanced Photonics Nexus, 2024, 3(2): 026009

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    Paper Information

    Category: Research Articles

    Received: Nov. 21, 2023

    Accepted: Feb. 19, 2024

    Published Online: Mar. 18, 2024

    The Author Email: Yue Yang (yueyang@xjtu.edu.cn)

    DOI:10.1117/1.APN.3.2.026009

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