OAM Mode Division Multiplexed Optical Fiber Communication System with CNN-dropout Equalizer

被引:0
作者
Jiang, Ziyun [1 ]
Zhou, Sitong [2 ]
Gao, Ran [1 ]
Liu, Xinyu [1 ]
Bi, Jiahao [1 ]
Chang, Huan [1 ]
机构
[1] Beijing Inst Technol BIT, Sch Informat & Elect, Beijing, Peoples R China
[2] Beijing Univ Posts & Telecommun, Beijing Key Lab Space Ground Interconnect & Conve, Beijing, Peoples R China
来源
2022 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE, ACP | 2022年
基金
国家重点研发计划;
关键词
OAM; optical fiber communication system; nonlinear equalizer;
D O I
10.1109/ACP55869.2022.10088487
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a nonlinear equalizer based on CNN-dropout technique. It is demonstrated in OAM (Orbital Angular Momentum) MDM (Mode Division Multiplexed) optical fiber communication system with 30Gbaud PAM8 signal through 1.2km RCF transmission.
引用
收藏
页码:948 / 952
页数:5
相关论文
共 8 条
  • [1] Gradient-based learning applied to document recognition
    Lecun, Y
    Bottou, L
    Bengio, Y
    Haffner, P
    [J]. PROCEEDINGS OF THE IEEE, 1998, 86 (11) : 2278 - 2324
  • [2] Pittala F., 2019, 45 EUROPEAN C OPTICA, P1, DOI DOI 10.1049/CP.2019.0945
  • [3] Srivastava N, 2014, J MACH LEARN RES, V15, P1929
  • [4] Wang F, 2021, 2021 IEEE INT C MULT, P1
  • [5] Wang LL, 2017, ASIA COMMUN PHOTON
  • [6] A Snapback-Free Reverse-Conducting IGBT with Integrated Schottky Diode in the Collector
    Zhang, Jinping
    Luo, Junyi
    Wang, Kang
    Zhao, Yang
    Li, Zehong
    Ren, Min
    Gao, Wei
    Zhang, Bo
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ELECTRON DEVICES AND SOLID-STATE CIRCUITS (EDSSC), 2019,
  • [7] Zhou S., 2020, 2020 8 INT C POWER E, P1, DOI [10.1109/PESA50370.2020.9344036, DOI 10.1109/PESA50370.2020.9344036]
  • [8] Zhu, 2017, P 9 IEEE INT C WIR C, P1, DOI DOI 10.1109/PHM.2017.8079275