21 November 2014 Simulation of wavefront sensorless correction based on Stochastic Parallel Gradient Descent algorithm
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Abstract
Stochastic Parallel Gradient Descent(SPGD) algorithm can optimize the system exhibition firsthand without using of wavefront sensor, it predigests the adaptive optic system. Based on SPGD algotithm, a model with 32 element demormable mirror was simulated, the capability of correct toward static aberration and convergence of SPGD algorithm are analysed, the relationship of gain coefficient, stochastic perturbation amplitude are discussed, an adaptive adjustment of gain coefficient is proposed, and it can improve convergence rate effectively.
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Gang Wang, "Simulation of wavefront sensorless correction based on Stochastic Parallel Gradient Descent algorithm", Proc. SPIE 9266, High-Power Lasers and Applications VII, 92661V (21 November 2014); doi: 10.1117/12.2066146; https://doi.org/10.1117/12.2066146
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