Chinese Journal of Lasers, Volume. 52, Issue 10, 1011002(2025)

Research on Dual Comb Spectroscopy Correction Algorithm for Innovation-Based Adaptive Extended Kalman Filtering

Ting Jiao1,2, Hao Deng2, Zhenyu Xu2、*, Rantong Niu2, An Huang2, Ai Suman2, Chuge Chen2, and Ruifeng Kan2、**
Author Affiliations
  • 1Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, Anhui , China
  • 2Key Laboratory of Environmental Optics and Technology, Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Science, Hefei 230031, Anhui , China
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    Figures & Tables(18)
    Flowchart of self-reference correction algorithm based on IAEKF
    Pre-correction dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
    Pre-correction dual-comb time-domain and spectrum signals under different periods. (a) Time-domain signal; (b) locally magnified time-domain signal; (c) amplitude spectrum signal
    Theoretical noise values and calculated noise values based on IAEKF and residuals. (a) Time jitter; (b) carrier frequency jitter; (c) carrier envelope phase jitter
    Theoretical noise values and calculated noise values based on other algorithms and residuals. (a) Time jitter; (b) carrier frequency jitter; (c) carrier envelope phase jitter
    Noise extraction errors under different white noise amplitudes. (a) Time jitter; (b) carrier frequency jitter; (c) carrier envelope phase jitter
    Corrected dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
    Corrected dual-comb time-domain and spectrum signals under different periods. (a) Time-domain signal; (b) locally magnified time-domain signal; (c) amplitude spectrum signal
    Experimental setup diagram of radio frequency-locked dual-comb detection system
    Measured dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
    Measured dual-comb time-domain and spectrum signals under different periods. (a) Time-domain signal; (b) locally magnified time-domain signal; (c) amplitude spectrum signal
    Calculated values of noise signals. (a) Calculated values of time jitter, carrier frequency jitter, and carrier envelope phase jitter; (b) calculated values of repetition frequency jitter and carrier frequency jitter in radio frequency domain
    Measured dual-comb time-domain and spectrum signals after correction. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
    Measured dual-comb time-domain and spectrum signals under different periods after correction. (a) Time-domain signal; (b) locally magnified time-domain signal; (c) amplitude spectrum signal
    Linewidths of dual-comb longitudinal modes in radio frequency domain at different acquisition time after correction
    Dual-comb time-domain interference signals. (a) Interference signal of single frame and 1 s continuous average signal before correction; (b) interference signal of single frame and 1 s continuous average signal after correction
    Dual-comb signal-to-noise ratios after correction under different average time
    • Table 1. Simulation parameters of dual-comb system

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      Table 1. Simulation parameters of dual-comb system

      Simulation parameterContent
      Repetition frequency250 MHz/250.001 MHz
      Sampling rate100 MSa /s
      Sampling time0.1 s
      Spectral range1574‒1576 nm
      Spectral profileApproximately square wave
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    Ting Jiao, Hao Deng, Zhenyu Xu, Rantong Niu, An Huang, Ai Suman, Chuge Chen, Ruifeng Kan. Research on Dual Comb Spectroscopy Correction Algorithm for Innovation-Based Adaptive Extended Kalman Filtering[J]. Chinese Journal of Lasers, 2025, 52(10): 1011002

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    Paper Information

    Category: spectroscopy

    Received: Dec. 9, 2024

    Accepted: Jan. 23, 2025

    Published Online: May. 15, 2025

    The Author Email: Zhenyu Xu (zyxu@aiofm.ac.cn), Ruifeng Kan (kanruifeng@aiofm.ac.cn)

    DOI:10.3788/CJL241430

    CSTR:32183.14.CJL241430

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