Optics and Precision Engineering, Volume. 26, Issue 12, 2949(2018)

Application of neural network-based nonlinear intelligent control in electro-optical tracking systems

LIN Yi-xiang*
Author Affiliations
  • [in Chinese]
  • show less
    References(17)

    [1] [1] RABINOVICH W S, MOORE C I, MAHON R, et al.. Free-space optical communications research and demonstrations at the U.S. Naval Research Laboratory[J]. Applied Optics, 2015, 54(31): F189-F200.

    [4] [4] CONG S, DENG K, SHANG W, et al.. Isolation control for inertially stabilized platform based on nonlinear friction compensation[J]. Nonlinear Dynamics, 2016, 84(3): 1123-1133.

    [7] [7] HAYKIN S. Neural Networks and Learning Machines[M]. Third Edition. Beijing: China Machine Press, 2011: 1-27, 63-68.

    [10] [10] HUNT K J, SBARBARO D, ZBIKOWSKI R, et al.. Neural networks for control systems - A survey [J]. Automatica, 1992, 28(6): 1083-1112.

    [11] [11] LIU J K. Advanced PID Control and Matlab Simulation[M]. 3rd edition. Beijing: Publishing House of Electronics Industry, 2011: 301-311. (in Chinese)

    [12] [12] WANG Y C, CHIEN C J, TENG C C. Direct adaptive iterative learning control of nonlinear systems using an output-recurrent fuzzy neural network[J]. IEEE Transactions on Systems Man & Cybernetics Part B: Cybernetics, 2004, 34(3): 1348-1359.

    [14] [14] MARQUES F, FLORES P, CLARO J C P, et al.. A survey and comparison of several friction force models for dynamic analysis of multibody mechanical systems[J]. Nonlinear Dynamics, 2016, 86(3): 1407-1443.

    [15] [15] LIN Y X, AI Y, SHAN X. Identification of electro-optical tracking systems using genetic algorithms and nonlinear resistance torque[J]. Optical Engineering, 2017, 56(3): 033105.

    [16] [16] LIU J K. RBF Neural Network Control for Mechanical Systems Design, Analysis and MATLAB Simulation[M]. Beijing: Tsinghua University press, 2014: 15-47. (in Chinese)

    [17] [17] JIANG H L, TONG SH F, ZHANG L ZH, et al.. The Technologies and Systems of Space Laser Communication[M]. Beijing: National Defense Industry Press, 2010: 257-277. (in Chinese)

    Tools

    Get Citation

    Copy Citation Text

    LIN Yi-xiang. Application of neural network-based nonlinear intelligent control in electro-optical tracking systems[J]. Optics and Precision Engineering, 2018, 26(12): 2949

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: May. 2, 2018

    Accepted: --

    Published Online: Jan. 27, 2019

    The Author Email: Yi-xiang LIN (linix@whu.edu.cn)

    DOI:10.3788/ope.20182612.2949

    Topics