Chinese Journal of Lasers, Volume. 52, Issue 10, 1011002(2025)
Research on Dual Comb Spectroscopy Correction Algorithm for Innovation-Based Adaptive Extended Kalman Filtering
Fig. 2. Pre-correction dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
Fig. 3. 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
Fig. 4. Theoretical noise values and calculated noise values based on IAEKF and residuals. (a) Time jitter; (b) carrier frequency jitter; (c) carrier envelope phase jitter
Fig. 5. 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
Fig. 6. Noise extraction errors under different white noise amplitudes. (a) Time jitter; (b) carrier frequency jitter; (c) carrier envelope phase jitter
Fig. 7. Corrected dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
Fig. 8. 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
Fig. 9. Experimental setup diagram of radio frequency-locked dual-comb detection system
Fig. 10. Measured dual-comb time-domain and spectrum signals. (a) Continuous time-domain signal; (b) amplitude spectrum signal; (c) locally magnified amplitude spectrum signal
Fig. 11. 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
Fig. 12. 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
Fig. 13. 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
Fig. 14. 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
Fig. 15. Linewidths of dual-comb longitudinal modes in radio frequency domain at different acquisition time after correction
Fig. 16. 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
Fig. 17. Dual-comb signal-to-noise ratios after correction under different average time
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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
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)
CSTR:32183.14.CJL241430