DocumentCode
2930849
Title
Adaptive optics based on analog parallel stochastic optimization technique
Author
Vorontsov, M.A. ; Carhart, G.W. ; Cohen, M. ; Cauwenbergs, G.
Author_Institution
Inf. Sci. & Tech., Army Res. Lab., Adelphi, MD, USA
fYear
2000
fDate
7-12 May 2000
Firstpage
605
Abstract
Summary form only given. In this paper we consider both theoretical and experimental aspects of adaptive wavefront phase distortion compensation using direct system performance metric optimization. A brief review of model free optimization techniques in adaptive optics, with an emphasis on gradient descent methods based on stochastic approximation of the true gradient is presented. The method is extended to include different requirements for wavefront control, as well as information from different wavefront sensor types. It is shown that both can be incorporated into a more general gradient descent optimization paradigm, giving rise to a variety of new control system architectures.
Keywords
VLSI; adaptive optics; compensation; mirrors; optical engineering computing; optimisation; stochastic systems; adaptive optics; adaptive wavefront phase distortion compensation; analog parallel stochastic optimization technique; brief review; control system architectures; direct system performance metric optimization; general gradient descent optimization paradigm; gradient descent methods; model free optimization techniques; stochastic approximation; wavefront control; wavefront sensor types; Adaptive optics; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Lasers and Electro-Optics, 2000. (CLEO 2000). Conference on
Conference_Location
San Francisco, CA, USA
Print_ISBN
1-55752-634-6
Type
conf
DOI
10.1109/CLEO.2000.907451
Filename
907451
Link To Document