• Infrared and Laser Engineering
  • Vol. 50, Issue 8, 20200471 (2021)
Sen Yang
Author Affiliations
  • College of Mechanical and Electrical Engineering, Northeast Forestry University, Harbin 150000, China
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    DOI: 10.3788/IRLA20200471 Cite this Article
    Sen Yang. Hybrid PSO-AMLS-based method for data fitting in the calibration of the infrared radiometer[J]. Infrared and Laser Engineering, 2021, 50(8): 20200471 Copy Citation Text show less
    Flowchart of the hybrid PSO-AMLS-based method
    Fig. 1. Flowchart of the hybrid PSO-AMLS-based method
    The fitting errors δ of the LS and PSO-AMLS method when the independent variables are uniform distribution: (a) nnodes=11; (b) nnodes=21
    Fig. 2. The fitting errors δ of the LS and PSO-AMLS method when the independent variables are uniform distribution: (a) nnodes=11; (b) nnodes=21
    The fitting errors δ of the ALS and the PSO-AMLS method when the independent variables are non-uniform distribution
    Fig. 3. The fitting errors δ of the ALS and the PSO-AMLS method when the independent variables are non-uniform distribution
    Diagram of the infrared radiometer
    Fig. 4. Diagram of the infrared radiometer
    The fitting errors δ of the LS and ALS method: (a) LS method; (b) ALS method
    Fig. 5. The fitting errors δ of the LS and ALS method: (a) LS method; (b) ALS method
    The fitting errors of the PSO-AMLS and ALS method
    Fig. 6. The fitting errors of the PSO-AMLS and ALS method
    The deviation δ* obtained for different fitting methods
    Fig. 7. The deviation δ* obtained for different fitting methods
    xyxyxy
    0173.6458144.7417
    1283.8284154.873
    22.414294165
    32.7321104.1623175.1231
    43114.3166185.2426
    53.2361124.4641195.3589
    63.4495134.6056205.4721
    Table 1. The data used in the first example
    yxyxyx
    11611.51146.5
    21.5716.51256.5
    32.5822.51367.5
    44.5929.51479.5
    57.51037.51592.5
    Table 2. The data used in the second example
    ComponentParameter
    Optical lensDiameter: 70 mm
    Field of view: ±0.6°
    Spectral channelsMW: 3.7-4.8 µm
    DetectorType: Insb
    A/DPrecision: 16
    Frequency: 100 kHz
    Preamplifier106×
    Table 3. Main specifications of the infrared radiometer
    ComponentParameter
    BlackbodyModel: HFY-200C
    Temperature: 5-1000 ℃
    ApertureDiameter: 0.1-13.5 mm
    CollimatorModel: HGD-1
    Focal length: 650 mm
    Table 4. Main specifications of the blackbody-collimator
    V /V T /℃ V /V T /℃
    0.021001.354450
    0.051501.828500
    0.1172002.383550
    0.2272502.994600
    0.3943003.75650
    0.6323504.555700
    0.949400
    Table 5. The calibration data of T and V in the calibration of the infrared radiometer
    Sen Yang. Hybrid PSO-AMLS-based method for data fitting in the calibration of the infrared radiometer[J]. Infrared and Laser Engineering, 2021, 50(8): 20200471
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