Chinese Optics Letters, Volume. 4, Issue 4, 04243(2006)

Mixture gas component concentration analysis based on support vector machine and infrared spectrum

Peng Bai1,2、* and Junhua Liu1
Author Affiliations
  • 1School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 710049
  • 2Institute of Science, Air Force Engineering University, Xi'an 710051
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    References(10)

    [1] [1] H. Yuan and W. Lu, Modern Scientific Instruments (in Chinese) (5) 6 (1998).

    [2] [2] K. Hidajat and S. M. Chong, J. Near Infrared Spectrosc. 8, 53 (2000).

    [3] [3] X. Wan, F. Yang, and H. Wang, China Environmental Science (in Chinese) 23, 110 (2003).

    [4] [4] X. Sun, Y. Li, and J. Wang, Spectroscopy and Spectral Analysis (in Chinese) 23, 739 (2003).

    [5] [5] Y. Shi, Y. Lu, G. Xu, Y. Xu, Z. Xu, D. Cai, W. Lu, and J. Ma, Chin. J. Analyt. Chem. (in Chinese) 29, 87 (2001).

    [6] [6] V. N. Vapnik, The Nature of Statistical Learning Theory (in Chinese) X. Zhang (trans.) (Tsinghua University Press, Beijing, 2000).

    [7] [7] V. N. Vapnik, IEEE Trans. Neural Networks 10, 988 (1999).

    [8] [8] N. Chen, W. Lu, C. Ye, and G. Li, Computers and Appl. Chem. (in Chinese) 19, 691 (2002).

    [10] [10] C.-C. Chang and C.-J. Lin, LIBSVM: a library for support vector machines, 2001. http://www.csie.ntu.edu.tw/~cjlin/libsvm.

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    Peng Bai, Junhua Liu, "Mixture gas component concentration analysis based on support vector machine and infrared spectrum," Chin.Opt.Lett. 4, 04243 (2006)

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    Paper Information

    Category: Spectroscopy

    Received: Sep. 27, 2005

    Accepted: --

    Published Online: Jun. 6, 2006

    The Author Email: Peng Bai (bai-peng410@sohu.com)

    DOI:

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