• Chinese Optics Letters
  • Vol. 15, Issue 9, 091201 (2017)
Li Fu1、*, Jun Luo1, Weimin Chen1, Xueming Liu2, Dong Zhou1, Zhongling Zhang1, and Sheng Li1
Author Affiliations
  • 1Key Lab of Optoelectronic Technology & Systems of Ministry of Education, Chongqing University, Chongqing 400044, China
  • 25011 District Measurement Station of Weapon Industry, Chongqing 400050, China
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    DOI: 10.3788/COL201715.091201 Cite this Article Set citation alerts
    Li Fu, Jun Luo, Weimin Chen, Xueming Liu, Dong Zhou, Zhongling Zhang, Sheng Li. LS-SVM-based surface roughness prediction model for a reflective fiber optic sensor[J]. Chinese Optics Letters, 2017, 15(9): 091201 Copy Citation Text show less
    References

    [1] E. Okuyama, W. Yoshinari, Y. Suzuki, R. Yoshida, I. Yoshida, M. Iwakata. Adv. Mater. Res., 939, 491(2014).

    [2] C. X. Liu, Q. R. Dong, H. X. Li, Z. H. Li, X. Li, C. F. Cheng. Opt. Express, 22, 1302(2014).

    [3] L. C. Leonard, V. Toal. Opt. Lasers Eng., 30, 433(1998).

    [4] D. Lu, Y. Xiang, A. G. Wang, W. S. Zhang. Proc. SPIE, 5634, 524(2005).

    [5] M. E. Raju, B. V. Canthadai, K. Ravi, V. Pachava, D. Sengupta. Proc. SPIE, 9205, 920509(2014).

    [6] Y. Yang, K. Yamazaki, H. Aoyama, S. Matsumiya. Precis. Eng., 24, 32(2000).

    [7] Y. F. Li, Z. S. Xie. China Mech. Eng., 18, 411(2007).

    [8] B. Cahill, M. A. El Baradie. J. Mater. Process. Technol., 119, 299(2001).

    [9] P. Beckmann, A. Spizzichino. The Scattering of Electromagnetic Waves from Rough Surfaces, 511(1987).

    [10] N. N. Zhu, J. Zhang. Measurement, 86, 239(2016).

    [11] X. M. Xu, S. B. Liu, H. Hu. Proc. SPIE, 7508, 75080J(2009).

    [12] W. Yi, C. Rong, C. Guanghui, X. Shusen. Acta Photon. Sin., 29, 545(2000).

    [13] K. W. Zhang, C. Butler, Q. P. Yang, Y. C. Lu. IEEE Trans. Instrum. Meas., 46, 899(1997).

    [14] N. N. Zhu, J. Zhang. Opt. Express, 24, 25119(2016).

    [15] D. Shi, N. N. Gindy. Mech. Syst. Signal Process., 21, 1799(2007).

    [16] N. M. Nawi, A. Khan, M. Z. Rehman. International Conference on Computational Science and Its Applications, 413(2013).

    [17] J. A. Suykens, J. Vandewalle. Neural Process. Lett., 9, 293(1999).

    [18] V. N. Vapnik, V. Vapnik. Statistical Learning Theory, 1(1998).

    [19] U. Persson. J. Mater. Process. Technol., 95, 107(1999).

    [20] J. Qin, Z. Yan, M. Huo, X. Jia, K. Peng. Chin. Opt. Lett., 14, 122701(2016).

    [21] K. D. Brabanter, J. A. K. Suykens, B. D. Moor. J. Stat. Software, 55, 1(2013).

    [22] Z. Yang, H. Sun, T. Gang, N. Liu, J. Li, F. Meng, X. Qiao, M. Hu. Chin. Opt. Lett., 14, 050604(2016).

    [23] C. Liao, K. Fan, R. Xu, H. Zhang, C. Lu, Y. Cui, J. Zhang. Photon. Res., 3, 200(2015).

    [24] J. Liu, K. Yamazaki, Y. Zhou, S. Matsumiya. J. Manuf. Sci. Eng., 124, 515(2002).

    [25] L.-D. Zhang, Z. Shamaila, S. Wolfram, M. Joachim. Spectrosc. Spectral Anal., 33, 1587(2013).

    Li Fu, Jun Luo, Weimin Chen, Xueming Liu, Dong Zhou, Zhongling Zhang, Sheng Li. LS-SVM-based surface roughness prediction model for a reflective fiber optic sensor[J]. Chinese Optics Letters, 2017, 15(9): 091201
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