• Laser & Optoelectronics Progress
  • Vol. 55, Issue 5, 053001 (2018)
Xinlong He, Libo Chen, Jifen Wang*, and Guotong Sang
Author Affiliations
  • Institute of Forensic Science and Technology, People's Public Security University of China, Beijing 100038, China
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    DOI: 10.3788/LOP55.053001 Cite this Article Set citation alerts
    Xinlong He, Libo Chen, Jifen Wang, Guotong Sang. Raman Spectroscopy Analysis of Plastic Steel Window Based on K Nearest Neighbors Algorithm[J]. Laser & Optoelectronics Progress, 2018, 55(5): 053001 Copy Citation Text show less
    Raman spectra of 23 samples
    Fig. 1. Raman spectra of 23 samples
    Raman spectra of Shide 4 sample and Shide 6 sample
    Fig. 2. Raman spectra of Shide 4 sample and Shide 6 sample
    K parameter error statistical chart
    Fig. 3. K parameter error statistical chart
    Significance chart of characteristic variables
    Fig. 4. Significance chart of characteristic variables
    Eigenvectors space model interactive graphic
    Fig. 5. Eigenvectors space model interactive graphic
    SamplePCA1PCA2PCA3PCA4PCA5
    Hailuo 15.690524.120799.627373.858000.01534
    Hailuo 21.233561.386090.772160.681492.60546
    Hailuo 31.842949.490063.696262.084770.39530
    Hailuo 40.267058.467516.737573.130731.70425
    Hailuo 52.731943.347708.227847.544590.81463
    Hailuo 64.023644.394925.885560.443483.47548
    Jinpeng 18.369996.387670.161080.361570.38632
    Table 1. Principal component analysis results of 7 samples
    Prediction sampleNearest neighborNearest distance
    New 1Hailuo 5(D)0.145
    New 8Shide 3(A)0.120
    Table 2. K(K=1) nearest neighbor and nearest distance of unknown samples
    Xinlong He, Libo Chen, Jifen Wang, Guotong Sang. Raman Spectroscopy Analysis of Plastic Steel Window Based on K Nearest Neighbors Algorithm[J]. Laser & Optoelectronics Progress, 2018, 55(5): 053001
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