• Chinese Journal of Lasers
  • Vol. 38, Issue s1, 115006 (2011)
Chen Yuanyuan1、*, Zhang Jilong1、2、3, Wang Zhibin1, Zhao Donge1、2、3, and Chen Youhua1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    DOI: 10.3788/cjl201138s115006 Cite this Article Set citation alerts
    Chen Yuanyuan, Zhang Jilong, Wang Zhibin, Zhao Donge, Chen Youhua. Research on Concentration Retrieval with Gas FTIR Spectra by Interval Extreme Learning Machine Method[J]. Chinese Journal of Lasers, 2011, 38(s1): 115006 Copy Citation Text show less
    References

    [1] Zheng Longjiang, Li Peng, Qing Ruifeng et al.. Research situation and developing tendency for optical measurement technology of gas density[J]. Laser & Optoelectronics Progress, 2008, 45(8): 24~32

    [2] Lan Tiange, Xiong Wei, Fang Yonghua et al.. Research on preprocessing algorithm for infrared spectral signals of biological aerosols[J]. Acta Optica Sinica, 2010, 30(9): 2742~2747

    [3] Liu Zhiming, Liu Wenqing, Gao Minguang et al.. Study of the retrieval algorithm of emission gas spatio-temporal distribution of pollution source using the infrared solar occultation flux (SOF) method[J]. Acta Physica Sinica, 2010, 59(8): 5397~5405

    [4] Zhu Jun, Liu Wenqing, Liu Jianguo et al.. Application of FTIR spectra fitting method in retrieving gas concentrations [J]. Spectrosc. & Spectral Analy., 2005, 25(10): 1573~1576

    [5] Zhu Jun, Liu Wenqing, Liu Jianguo et al.. Quantitative gas analysis using Fourier transform infrared spectroscopy method[J]. Chin. J. Sci. Instrum., 2007, 28(1): 80~84

    [6] Xu Liang, Liu Jianguo, Gao Minguang et al.. Monitoring of atmospheric NH3 in urban area using open path FTIR system[J]. J. Atmos. & Environm. Opt., 2007, 2(1): 60~63

    [7] Wei Heli, Wu Chengjiu, Ma Zhijun et al.. A new method for improving the measurement spectral resolution of atmospheric absorption apectra[J]. Acta Optica Sinica, 2002, 22(2): 165~169

    [8] G.-B. Huang, Q.-Y. Zhu and C.-K. Siew. Extreme learning machine: a new learning scheme of feedforward neural networks[C]. International Joint Conference on Neural Networks, (Budapest, Hungary), 2004

    [9] L. Norgaard, A. Saudland, J. Wagner et al.. Interval partial least-squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy[J]. Appl. Spectrosc., 2000, 54(3): 413~419

    [10] Zhang Hua, Shi Guangyu. A fast and efficient line-by-line calculation method for atmospheric absorption[J]. Chin. J. Atmos. Sci., 2000, 24(1): 111~121

    Chen Yuanyuan, Zhang Jilong, Wang Zhibin, Zhao Donge, Chen Youhua. Research on Concentration Retrieval with Gas FTIR Spectra by Interval Extreme Learning Machine Method[J]. Chinese Journal of Lasers, 2011, 38(s1): 115006
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