• Laser & Optoelectronics Progress
  • Vol. 58, Issue 7, 0706002 (2021)
Yanzhang Lin, Yi Liu, Yuheng Pan*, and Guoyan Li
Author Affiliations
  • School of Computer and Information Engineering, Tianjin Chengjian University, Tianjin 300384, China
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    DOI: 10.3788/LOP202158.0706002 Cite this Article Set citation alerts
    Yanzhang Lin, Yi Liu, Yuheng Pan, Guoyan Li. Fiber Bragg Grating Spectrum Peak-Detection Algorithm Based on Difference of Gaussian[J]. Laser & Optoelectronics Progress, 2021, 58(7): 0706002 Copy Citation Text show less
    Convolution results of dot signal and second derivative of normalized Gaussian function. (a) Original signal(s=200); (b) convolution signal(σ=20)
    Fig. 1. Convolution results of dot signal and second derivative of normalized Gaussian function. (a) Original signal(s=200); (b) convolution signal(σ=20)
    Convolution results of dot signal and second derivative of Gaussian function on the different scales. (a) Original signal (s=200); (b) convolution signal(σ=70); (c) convolution signal(σ=100); (d) convolution signal(σ=130)
    Fig. 2. Convolution results of dot signal and second derivative of Gaussian function on the different scales. (a) Original signal (s=200); (b) convolution signal(σ=70); (c) convolution signal(σ=100); (d) convolution signal(σ=130)
    Process of peak detection
    Fig. 3. Process of peak detection
    Schematic of the experimental platform
    Fig. 4. Schematic of the experimental platform
    FBG reflection spectrum
    Fig. 5. FBG reflection spectrum
    Physical diagram of the experimental platform
    Fig. 6. Physical diagram of the experimental platform
    Detection results of three peak-detection algorithms
    Fig. 7. Detection results of three peak-detection algorithms
    Relation between SNR and algorithm error by the three algorithms
    Fig. 8. Relation between SNR and algorithm error by the three algorithms
    Peak-detection algorithmCentroid detection algorithmGaussian fitting algorithmDoG algorithm
    Mean value /nm1558.6781558.6711558.668
    Standard deviation /pm244.94.2
    Error /pm1654
    Operation time /ms0.2105.956.2
    Table 1. Average wavelength, standard deviation, average error and operation time of the three algorithms
    Yanzhang Lin, Yi Liu, Yuheng Pan, Guoyan Li. Fiber Bragg Grating Spectrum Peak-Detection Algorithm Based on Difference of Gaussian[J]. Laser & Optoelectronics Progress, 2021, 58(7): 0706002
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