• Opto-Electronic Engineering
  • Vol. 38, Issue 12, 6 (2011)
SUN Sui*, LIANG Yong-hui, and WANG San-hong
Author Affiliations
  • [in Chinese]
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    DOI: 10.3969/j.issn.1003-501x.2011.12.002 Cite this Article
    SUN Sui, LIANG Yong-hui, WANG San-hong. Simulation Study of Convergence Rate of Stochastic Parallel Gradient Descent Technique for Adaptive Optics[J]. Opto-Electronic Engineering, 2011, 38(12): 6 Copy Citation Text show less
    References

    [1] Cohen M H, Vorontsov M, Carhart G, et al. Adaptive Wavefront Correction: a Hybrid VLSI/Optical System Implementing Parallel Stochastic Gradient Descent [J]. Proc. of SPIE(S0277-786X), 1999, 3866: 176-182.

    [2] Claus A C. On Archimedes' Burning Glass [J]. Appl. Opt(S1559-128X), 1973, 12(10): A14.

    [3] Weyrauch T, Vorontsov M A. Dynamic Wave-Front Distortion Compensation with a 134-Control-Channel Submillisecond Adaptive System [J]. Opt. Lett(S0146-9592), 2002, 27(9): 751-753.

    [4] Weyrauch T, Vorontsov M A, Bifano T G, et al. Microscale Adaptive Optics: Wave-Front Control with a μ-Mirror Array and a VLSI Stochastic Gradient Descent Controller [J]. Appl. Opt(S1559-128X), 2001, 40(24): 4243-4253.

    [5] Weyrauch T, Vorontsov M A, GowensⅡ J W. Adaptive Compensation of Atmospheric Effects with a High -Resolution Micro-Machined Deformable Mirror [J]. Proc. of SPIE(S0277-786X), 2002, 4825: 14-23.

    [6] Vorontsov M, Riker J, Carhart G, et al. Deep Turbulence Effects Compensation Experiments with a Cascaded Adaptive Optics System Using a 3.63 m Telescope [J]. Appl. Opt(S1559-128X), 2009, 48(1): A47-A57.

    [14] Spall J C. Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control [M]. Hoboken: John Wiley & Sons, 2003.

    [15] Cauwenberghs G. A Fast Stochastic Error-Descent Algorithm for Supervised Learning and Optimization[C]//Advances in Neural Information Processing Systems, San Mateo: Morgan Kaufman Publisher, 1993: 244-251.

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    SUN Sui, LIANG Yong-hui, WANG San-hong. Simulation Study of Convergence Rate of Stochastic Parallel Gradient Descent Technique for Adaptive Optics[J]. Opto-Electronic Engineering, 2011, 38(12): 6
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