• Infrared and Laser Engineering
  • Vol. 45, Issue 11, 1118007 (2016)
Zhang Dongge1、2、* and Fu Yutian1、2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/irla201645.1118007 Cite this Article
    Zhang Dongge, Fu Yutian. Deformable mirror modeling and control based on on-line least square support vector machine[J]. Infrared and Laser Engineering, 2016, 45(11): 1118007 Copy Citation Text show less
    References

    [1] Ma Jianqiang, Liu Ying, Chen Junjie, et al. Design and performance testing of 200 element silicon unimorph deformable mirror[J]. Optica and Precision Engineering, 2014, 22(8): 2047-2053. (in Chinese)

    [2] Yan Zhaojun, Li Xinyang. Neural network prediction algorithm for control voltage of deformable mirror in adaptive optical system [J]. Acta Optica Sinica, 2010, 30(4): 911-916. (in Chinese)

    [3] Yan Zhaojun, Li Xinyang, Rao Changhui. Multi channel adaptive control algorithm for closed loop adaptive optical system[J]. Acta Optica Sinica, 2013, 33(3): 0301002. (in Chinese)

    [4] Nasiri-Avanaki M R, Sarmadi H, Meadway A, et al. Comparative assessment of three algorithms to control a deformable mirror for an adaptive optics system with no wavefront sensor [C]//SPIE, 2011, 7904: 790415.

    [5] Liu Lei, Guo Jin, Zhao Shuai, et al. Application of stochastic parallel gradient descent algorithm in laser beam shaping[J]. Chinese Optics, 2014, 7(2): 260-266. (in Chinese)

    [6] Simonov A N, Hong S, Vdoin G. Piezoelectric deformable mirror with adaptive multiplexing control[J]. OE Letters, 2006, 45(7): 070501.

    [7] Shi Xiaoyu, Feng Yong, Chen Ying, et al. Predicting control voltages of deformable mirror in adaptive optical system[J]. High Power Laser and Particle Beams, 2012, 24(6): 1281-1286. (in Chinese)

    [8] Kathleen A M, Stuart L M, Jeff Fixler. Thermo mechanical characterization of a membrane deformable mirror [J]. Applied Optics, 2008, 47(29): 5325-5329.

    [9] Ning Yu, Yu Hao, Zhou Hong, et al. Performance test and closed loop correction experiment of a 20 element bimorph deformable mirror[J]. Acta Physica Sinica, 2009, 58(7): 4717-4723. (in Chinese)

    [10] Niu Zhifeng, Guo Jianzeng, Zhou Xiaohong. Simulation and compensation of wavefront aberration caused by deformable mirror thermal deformation[J]. High Power Laser and Particle Beams, 2015, 27(1): 011010.

    [11] Peng Jiaqi, Hu Xiaochuan, Chen Lixia, et al. Effect of structural parameters of deformable mirrors on phase characteristics of high power laser [J]. Acta Optica Sinica, 2015, 35(5): 0514001. (in Chinese)

    [12] Zhao Xueliang, Zhang Chengjin, Gu Jianjun, et al. Creep characteristics of stack piezo actuator effected by discretized sine voltage[J]. Optics and Precision Engineering, 2014, 22(4): 942-948. (in Chinese)

    [13] Lin Xudong, Liu Xinyue, Wang Jianli, et al. Development and performance test of the 961 element deformable mirror [J]. Acta Optica Sinica, 2013, 33(6): 0601001. (in Chinese)

    [14] Chen Jindong, Pan Feng. Online support vector regression based nonlinear model predictive control[J]. Control and Decision, 2014, 29(3): 460-464. (in Chinese)

    [15] Liang Dong, Xie Qiaoyun, Huang Wenjiang, et al. Using least squares support vector machines to estimate time series leaf area index [J]. Infrared and Laser Engineering, 2014, 43(1): 243-248. (in Chinese)

    [16] Deng Xingsheng, Hua Xianghong. Learning algorithm of dynamic least square support vector machine [J]. Geomatics and Information Science of Wuhan University, 2008, 33(11): 1122-1125. (in Chinese)

    [17] Zhang Haoran, Wang Xiaodong. Incremental and online learning algorithm for regression least squares support vector machine[J]. Chinese Journal of Computer, 2006, 29(3): 400-405. (in Chinese)

    [18] Lin Weiqing, Fu Jianzhong, Xu Yazhou, et al. Thermal error modeling and compensation of numerical control machines tools based on on line least squares support vector machine [J]. Computer Integrated Manufacturing System, 2008, 14(2): 295-299. (in Chinese)

    [19] Hu Qiang, Song Shenmin. Online predicting of line of sight angular rate based on LSSVM method[J]. Infrared and Laser Engineering, 2013, 42(11): 3019-3023. (in Chinese)

    CLP Journals

    [1] Song Ding'an, Li Xinyang, Peng Zhengming. Application of 0-1 fault model in adaptive optics system[J]. Infrared and Laser Engineering, 2018, 47(11): 1111004

    Zhang Dongge, Fu Yutian. Deformable mirror modeling and control based on on-line least square support vector machine[J]. Infrared and Laser Engineering, 2016, 45(11): 1118007
    Download Citation