Acta Optica Sinica, Volume. 41, Issue 23, 2306005(2021)

Temperature Compensation of Tunable Filter Based on Integrated Moving Window

Wenjuan Sheng1、*, Zhuangzhi Dong1, Ning Yang1, and Gangding Peng2
Author Affiliations
  • 1School of Automation Engineering, Shanghai University of Electric Power, Shanghai 200090, China
  • 2School of Electrical Engineering and Telecommunications, The University of New South Wales, Sydney, New South Wales 2052, Australia
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    Figures & Tables(9)
    Schematic diagram of moving window
    Flow chart of integrated moving window
    Structural diagram of neural network
    Schematic diagram of FBG demodulation system based on tunable filter
    Relationship between detection voltage and Bragg wavelength at different temperatures
    Wavelength compensation results under different FBGs. (a) FBG0; (b) FBG1; (c) FBG2; (d) FBG3
    • Table 1. Characteristic wavelength of FBG

      View table

      Table 1. Characteristic wavelength of FBG

      FBG No.0123
      Wavelength /nm1528.831541.761557.411562.18
    • Table 2. Comparison of compensation errors of temperature drift under different FBGsunit: pm

      View table

      Table 2. Comparison of compensation errors of temperature drift under different FBGsunit: pm

      ParameterFBG0FBG1FBG2FBG3
      LSSVMIMW-LSSVMLSSVMIMW-LSSVMLSSVMIMW-LSSVMLSSVMIMW-LSSVM
      EMME±10.70±0.21±9.61±0.31±13.50±0.82±8.90±0.29
      ESD7.280.146.390.259.290.576.090.22
    • Table 3. Performance comparison under different window lengths

      View table

      Table 3. Performance comparison under different window lengths

      lmnEMME /pmESD /pm
      LSSVMIMW-LSSVMLSSVMIMW-LSSVM
      283628±13.5±0.829.290.57
      324024±8.21±0.445.600.32
      364420±5.09±0.264.090.19
      404816±2.29±0.151.740.12
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    Wenjuan Sheng, Zhuangzhi Dong, Ning Yang, Gangding Peng. Temperature Compensation of Tunable Filter Based on Integrated Moving Window[J]. Acta Optica Sinica, 2021, 41(23): 2306005

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Apr. 21, 2021

    Accepted: Jun. 15, 2021

    Published Online: Nov. 29, 2021

    The Author Email: Sheng Wenjuan (wenjuansheng@shiep.edu.cn)

    DOI:10.3788/AOS202141.2306005

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