Chinese Journal of Lasers, Volume. 40, Issue 11, 1113001(2013)

Hysteresis Compensation Method of Piezoelectric Steering Mirror Based on Neural Network

Wang Chongchong1,2、*, Hu Lifa1, He Bin1,2, Mu Quanquan1, Cao Zhaoliang1, Song Hong3, and Xuan Li1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    References(19)

    [1] [1] J W Hardy. Active optics: a new technology for the control of light [C]. Proceeding IEEE, 1978, 66(6): 651-697.

    [3] [3] Jiang Wenhan, Zhang Yudong, Rao Changhui, et al.. Progress on adaptive optics of Institute of Optics and Electronics, Chinese Academy and Sciences [J]. Acta Optica Sinica, 2011, 31(9): 0900106.

    [6] [6] Kong Ningning, Li Dayu, Xia Mingliang, et al.. Liquid crystal adaptive optics system for retinal imaging operated on open-loop and double-pulse mode [J]. Acta Optica Sinica, 2012, 32(1): 0111002.

    [7] [7] Zhang Tao, Su Lining, Cai Hegao. Study on the fundamental characteristics of piezoelectric element [J]. Optics and Precision Engineering, 1998, 6(5): 26-32.

    [8] [8] M Eleueri, O Klein, P Krejí. Outward pointing inverse Preisach operators [J]. Physica B: Condensed Matter, 2008, 403(2-3):254-256.

    [9] [9] Tan Zhibo. Research on Compensation of Hysteresis in Piezoceramic Actuators [D]. Harbin: Harbin Institute of Technology, 2008. 7-55.

    [10] [10] I D Mayergoyz. Mathematic model of hysteresis [J]. IEEE Trans Magnetics, 1986, 22(5): 603-608.

    [11] [11] I D Mayergoyz. Mathmatical Models of Hysteresis and Their Applications [M]. New York: Elsevier Academic Press, 2003. 1585-1660.

    [12] [12] Ping Ge, Musa Jouaneh. Generalized Preisach model for hysteresis nonlinearity of piezoceramic actuators [J].Precision Engineering, 1997, 20(2): 99-111.

    [15] [15] Dang Xuanju, Tan Yonghong. Study on the RBF neural network hysteresis modeling for pizeoceramic actuator [J]. J System Simulation, 2005, 17(1): 144-147.

    [17] [17] Hong Song. Model-Based Control in Adaptive Optics System [D]. Delft: Delft University of Technology, 2011. 23-60.

    [18] [18] Ping Ge, Musa Jouaneh. Tracking control of a piezoceramic actuator [J]. IEEE Trans Control Systems Technology, 1996, 4(3): 209-216.

    [19] [19] J D Wei, C T Sun. Constructing hysteretic memory in neural networks [J]. IEEE Trans Systems, Man, and Cybernetics, Part B: Cybernetics, 2000, 30(4): 601-609.

    CLP Journals

    [1] Wang Geng, Zhou Kexin, Zhou Hong. Integrated Design and Performance Test for Strain Type Piezoelectric Optical Deflector[J]. Laser & Optoelectronics Progress, 2017, 54(8): 82301

    [2] Shao Lina, Cao Zhaoliang, Mu Quanquan, Hu Lifa, Zhao Jingli, Zhang Hongsheng, Xuan Li. Simulation Analysis and Design of a Dynamic Refocus System for Laser Guide Star[J]. Acta Optica Sinica, 2015, 35(9): 901006

    [3] Liu Xin, Li Xinyang, Du Rui. Modeling and inverse compensation control of hysteresis nonlinear characteristics of piezoelectric steering mirror[J]. Opto-Electronic Engineering, 2020, 47(4): 180654

    [4] Cheng Yuqiong, Lu Wei, Luo Hui, Hong Delin, Dang Xiaojing. Study on Prediction of Rice Seed Germination Rate by Using Continuous Polarization Spectroscopy and Inlaid Grey Neural Network[J]. Acta Optica Sinica, 2015, 35(12): 1230001

    [5] Wang Shutao, Wang Xinglong, Chen Dongying, Wei Meng, Wang Zhifang. Application of GA-BP Neural Network in Detection of Trace Phosphate[J]. Chinese Journal of Lasers, 2015, 42(5): 515001

    [6] Yu Shimiao, Lu Wei, Liang Kun, Hong Delin, Dang Xiaojing. Study on Prediction of Germination Rate of Rice Seeds Using Hyperspectral Imaging Combined with PCA and GRNN[J]. Laser & Optoelectronics Progress, 2015, 52(11): 113001

    [7] WANG Yu-kun, HU Li-fa, WANG Chong-chong, WANG Shao-xin, XUAN li. Adaptive inverse control for tip/tilt mirror in adaptive optical system[J]. Optics and Precision Engineering, 2015, 23(8): 2203

    [8] Liu Xin, Li Xinyang, Du Rui. Hysteresis nonlinear modeling and inverse compensation of piezoelectric actuators[J]. Opto-Electronic Engineering, 2019, 46(8): 180328

    Tools

    Get Citation

    Copy Citation Text

    Wang Chongchong, Hu Lifa, He Bin, Mu Quanquan, Cao Zhaoliang, Song Hong, Xuan Li. Hysteresis Compensation Method of Piezoelectric Steering Mirror Based on Neural Network[J]. Chinese Journal of Lasers, 2013, 40(11): 1113001

    Download Citation

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

    Category:

    Received: May. 16, 2013

    Accepted: --

    Published Online: Sep. 6, 2013

    The Author Email: Chongchong Wang (wangcc1989@163.com)

    DOI:10.3788/cjl201340.1113001

    Topics