• Laser & Optoelectronics Progress
  • Vol. 58, Issue 3, 3300031 (2021)
Hou Wei, Wang Jifen*, and He Xinlong
Author Affiliations
  • School of Investigation, People''s Public Security University of China, Beijing 100038, China
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    DOI: 10.3788/LOP202158.0330003 Cite this Article Set citation alerts
    Hou Wei, Wang Jifen, He Xinlong. Spectral Classification and Identification of Methamphetamine and Its Common Additives Based on Multivariate Modeling[J]. Laser & Optoelectronics Progress, 2021, 58(3): 3300031 Copy Citation Text show less
    Infrared spectra of all samples
    Fig. 1. Infrared spectra of all samples
    Classification accuracy of full band spectral data at characteristic variable with different dimensions
    Fig. 2. Classification accuracy of full band spectral data at characteristic variable with different dimensions
    Classification accuracy of infrared fingerprint region data at characteristic variable with different dimensions
    Fig. 3. Classification accuracy of infrared fingerprint region data at characteristic variable with different dimensions
    Spatial classification details of five additives
    Fig. 4. Spatial classification details of five additives
    No.Methamphetamine /mgAdditives /mgMass fraction of methamphetamine /%
    10.54.510
    21.04.020
    31.53.530
    42.03.040
    52.52.550
    63.02.060
    73.51.570
    84.01.080
    94.50.590
    Table 1. Two constituents samples preparation methods
    TypeMLPRBFBDA
    Training setTest setTraining setTest setTraining setTest set
    Fingerprint spectrum99.2594.8074.5562.3898.7096.67
    Full spectrum98.5090.1270.1660.5398.7096.67
    Table 2. Classification accuracy of five additives under different methods
    ModelFull spectrumFingerprint spectrum
    Original variableCharacteristic variableOriginal variableCharacteristic variable
    MLP42.675.23‒46.5848.536.52‒50
    RBF7.050‒23.224.310‒25.40
    BDA82.3020.85‒10082.3022.78‒100
    Table 3. Classification accuracy of samples containing different mass fractions of methamphetamine under different methods
    Hou Wei, Wang Jifen, He Xinlong. Spectral Classification and Identification of Methamphetamine and Its Common Additives Based on Multivariate Modeling[J]. Laser & Optoelectronics Progress, 2021, 58(3): 3300031
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