• Laser & Optoelectronics Progress
  • Vol. 59, Issue 5, 0506004 (2022)
Chao Han, Binxin Hu*, Feng Zhu, Guangdong Song, Hua Zhang, and Yu Gao
Author Affiliations
  • Laser Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan , Shandong 250300, China
  • show less
    DOI: 10.3788/LOP202259.0506004 Cite this Article Set citation alerts
    Chao Han, Binxin Hu, Feng Zhu, Guangdong Song, Hua Zhang, Yu Gao. High-Precision Wavelength Demodulation Algorithm of Fiber Bragg Grating Based on Wavelet Denoising[J]. Laser & Optoelectronics Progress, 2022, 59(5): 0506004 Copy Citation Text show less
    Gaussian fitting model and actual waveform of the FBG reflection spectrum. (a) Gaussian fitting model; (b) actual waveform
    Fig. 1. Gaussian fitting model and actual waveform of the FBG reflection spectrum. (a) Gaussian fitting model; (b) actual waveform
    Correspondence between threshold and correlation coefficient
    Fig. 2. Correspondence between threshold and correlation coefficient
    Original waveform and the waveform after noise reduction. (a) Original waveform; (b) waveform after noise reduction
    Fig. 3. Original waveform and the waveform after noise reduction. (a) Original waveform; (b) waveform after noise reduction
    Flow chart of FBG wavelength demodulation algorithm based on wavelet denoising
    Fig. 4. Flow chart of FBG wavelength demodulation algorithm based on wavelet denoising
    Waveform diagram of function f (x)
    Fig. 5. Waveform diagram of function f (x)
    Schematic diagram of the FBG demodulation system based on VCSEL
    Fig. 6. Schematic diagram of the FBG demodulation system based on VCSEL
    Fitting results of wavelength and temperature
    Fig. 7. Fitting results of wavelength and temperature
    Temperature of each phase of the transformer. (a) LV winding of A phase; (b) HV winding of A phase; (c) LV winding of B phase; (d) HV winding of B phase; (e) LV winding of C phase; (f) HV winding of C phase
    Fig. 8. Temperature of each phase of the transformer. (a) LV winding of A phase; (b) HV winding of A phase; (c) LV winding of B phase; (d) HV winding of B phase; (e) LV winding of C phase; (f) HV winding of C phase
    Wavelength demodulation standard deviation of different algorithms
    Fig. 9. Wavelength demodulation standard deviation of different algorithms
    Threshold420243444546474
    Correlation coefficient0.94650.94690.94730.94750.94830.94830.94840.9484
    Table 1. Wavelet denoising threshold and correlation coefficient
    Transformer windingFinding peaks directlyPolynomial fittingGaussian fittingWavelet denoising
    Average running time3.046.8176.080.6
    HV winding of A phase2.54516578
    LV winding of A phase3.24818380
    HV winding of B phase3.04717885
    LV winding of B phase3.55020187
    HV winding of C phase2.84617079
    LV winding of C phase2.64516075
    Table 2. Average running time of different algorithms
    Chao Han, Binxin Hu, Feng Zhu, Guangdong Song, Hua Zhang, Yu Gao. High-Precision Wavelength Demodulation Algorithm of Fiber Bragg Grating Based on Wavelet Denoising[J]. Laser & Optoelectronics Progress, 2022, 59(5): 0506004
    Download Citation