Opto-Electronic Engineering, Volume. 38, Issue 12, 6(2011)
Simulation Study of Convergence Rate of Stochastic Parallel Gradient Descent Technique for Adaptive Optics
[1] [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] [2] Claus A C. On Archimedes' Burning Glass [J]. Appl. Opt(S1559-128X), 1973, 12(10): A14.
[3] [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] [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] [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] [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] [14] Spall J C. Introduction to Stochastic Search and Optimization: Estimation, Simulation, and Control [M]. Hoboken: John Wiley & Sons, 2003.
[15] [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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Received: Aug. 23, 2011
Accepted: --
Published Online: Dec. 22, 2011
The Author Email: Sui SUN (ss990901@163.com)