Study On Optical Communications, Volume. 50, Issue 2, 22008701(2024)

Electro-optic Modulation Programmable Optical Frequency Comb based on Deep Learning

Hongda LI, Ziang ZHENG, Luojia MA, Yunjie MA, and Peili LI*
Author Affiliations
  • College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts and Telecommunications, Nanjing 210023, China
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    Figures & Tables(8)
    Schematic diagram of generating tunable OFC based on secondary coupled RF signal and DDMZM
    Single-stage inverse network architecture diagram for OFC inverse design
    Training curve of a single-stage inverse network for OFC inverse design
    Diagram of cascading network architecture for OFC inverse design
    Cascaded network training curve for OFC inverse design
    OFC generated at different number of combs and target power
    OFC generated at different intervals (Pt=-20 dBm)
    • Table 1. Flat OFC with different target number of combs and Pt corresponds to operating parameters, MSE and flatness

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      Table 1. Flat OFC with different target number of combs and Pt corresponds to operating parameters, MSE and flatness

      目标参数仿真
      梳线数/根Pt/dBmRF源幅值/VRF源偏置/V调制器偏置1/V调制器偏置2/V衰减系数/dB光信号功率/dB平坦度/dBMSE时间/s
      7-153.9540.466-5.172-1.1164.4746.0860.6650.3430.336
      9-204.2620.408-4.573-0.5623.7161.9000.6910.5750.329
      11-254.7280.406-5.519-1.3434.344-3.5521.3100.7590.331
      13-304.8620.350-2.9591.1892.301-5.4021.7690.5830.328
      15-355.1120.371-2.9610.9771.292-7.0383.7631.4750.334
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    Hongda LI, Ziang ZHENG, Luojia MA, Yunjie MA, Peili LI. Electro-optic Modulation Programmable Optical Frequency Comb based on Deep Learning[J]. Study On Optical Communications, 2024, 50(2): 22008701

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    Paper Information

    Category: Research Articles

    Received: Jan. 20, 2023

    Accepted: --

    Published Online: Apr. 9, 2024

    The Author Email: LI Peili (lipl@njupt.edu.cn)

    DOI:10.13756/j.gtxyj.2024.220087

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