.Theoretical analysis of adaptive optics system based on stochastic parallel gradient descent algorithm[J].Optoelectronics Letters,2010,6(6):426-428 |
Theoretical analysis of adaptive optics system based on stochastic parallel gradient descent algorithm |
杨慧珍 |
School of Electronic Engineering,Huaihai Institute of Technology; |
Abstract: |
The adaptive optics (AO) technology without a wave-front sensor is simple and has more application fields than conventional
AO technologies. The theory basis of the AO system based on stochastic parallel gradient descent (SPGD) from the convergence,
the stability, and the averaged convergence rate is analyzed, where SPGD is used to control the AO system. The results show
that the AO system based on SPGD can obtain good convergence and stability, and the fast convergence rate, which is in inverse
proportion to $
\sqrt n
$
\sqrt n
(n is the number of control parameters). |
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