Infrared and Laser Engineering, Volume. 45, Issue 4, 423001(2016)

Application of independent component analysis in aliasing peak identification of chemical warfare agents

Chen Yuanyuan1...2,*, Wang Fang2, Wang Zhibin1,2,3 and Li Wenjun4 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
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    [3] [3] Hyvarinen A, Oja E. Independent component analysis: algorithms and applications[J]. Neural Networks, 2000, 13: 411-430.

    [4] [4] Mei Tiemin. Theory and Algorithms of Blind Source Separation[M]. Xi′an: Xidian University Press, 2013. (in Chinese)

    [5] [5] Xu Wenli, Sun Tong, Hu Tian, et al. Huanghua pear soluble solids contents Vis/NIR spectroscopy by analysis of variables optimization and FICA[J]. Spectroscopy and Spectral Analysis, 2014, (12): 3253-3256. (in Chinese)

    [6] [6] Wan Jun, Zhang Xiaohui, Rao Jionghui, et al. Processing of backscattering signal of warship wake flow based on independent component analysis[J]. Infrared and Laser Engineering, 2013, 42(1): 244-250. (in Chinese)

    [7] [7] Nikos Pasadakis, Kardamakis Andreas A. Identifying constituents in commercial gasoline using Fourier transform infrared spectroscopy and independent component analysis[J].Analytica Chimica Acta, 2006, 578(2): 250-255.

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    [10] [10] Hyvarinen A. Fast and robust fixed-point algorithm for independent component analysis[J]. IEEE Transactions on Neural Networks, 1999, 10(3): 626-634.

    CLP Journals

    [1] FEI Bin, SUN Jing-yang, ZHANG Jun-ju, YU Chun-yu. Separation of multi-energy X-ray imaging based on sparse processing[J]. Optics and Precision Engineering, 2017, 25(4): 1106

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    Chen Yuanyuan, Wang Fang, Wang Zhibin, Li Wenjun. Application of independent component analysis in aliasing peak identification of chemical warfare agents[J]. Infrared and Laser Engineering, 2016, 45(4): 423001

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    Paper Information

    Category: 光谱探测与分析

    Received: Aug. 5, 2015

    Accepted: Sep. 3, 2015

    Published Online: May. 11, 2016

    The Author Email: Yuanyuan Chen (chenyy@nuc.edu.cn)

    DOI:10.3788/irla201645.0423001

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