Chinese Journal of Lasers, Volume. 38, Issue s1, 115006(2011)

Research on Concentration Retrieval with Gas FTIR Spectra by Interval Extreme Learning Machine Method

Chen Yuanyuan1、*, Zhang Jilong1,2,3, Wang Zhibin1, Zhao Donge1,2,3, and Chen Youhua1
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  • 1[in Chinese]
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    References(10)

    [3] [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] [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] [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

    [8] [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] [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] [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

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    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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    Paper Information

    Category: spectroscopy

    Received: Aug. 10, 2011

    Accepted: --

    Published Online: Dec. 16, 2011

    The Author Email: Yuanyuan Chen (chenyy-000@163.com)

    DOI:10.3788/cjl201138s115006

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