Adaptive Optics Based on Analog Parallel Stochastic Optimization: Analysis and Experimental Demonstration
Document Type
Article
Publication Date
8-1-2000
Publication Source
Journal of the Optical Society of America A
Abstract
Wave-front distortion compensation using direct system performance metric optimization is studied both theoretically and experimentally. It is shown how different requirements for wave-front control can be incorporated, and how information from different wave-front sensor types can be fused, within a generalized gradient descent optimization paradigm. In our experiments a very-large-scale integration (VLSI) system implementing a simultaneous perturbation stochastic approximation optimization algorithm was applied for real-time adaptive control of multielement wave-front correctors. The custom-chip controller is used in two adaptive laser beam focusing systems, one with a 127-element liquid-crystal phase modulator and the other with beam steering and 37-control channel micromachined deformable mirrors. The submillisecond response time of the micromachined deformable mirror and the parallel nature of the analog VLSI control architecture provide for high-speed adaptive compensation of dynamical phase aberrations of a laser beam under conditions of strong intensity scintillations. Experimental results demonstrate improvement of laser beam quality at the receiver plane in the spectral band up to 60 Hz.
Inclusive pages
1440-1453
ISBN/ISSN
1084-7529
Copyright
Copyright © 2000, Optical Society of America
Publisher
Optical Society of America
Volume
17
Issue
8
Peer Reviewed
yes
eCommons Citation
Vorontsov, Mikhail; Carhart, Gary W.; Cohen, Marc; and Cauwenberghs, Gert, "Adaptive Optics Based on Analog Parallel Stochastic Optimization: Analysis and Experimental Demonstration" (2000). Electro-Optics and Photonics Faculty Publications. 121.
https://ecommons.udayton.edu/eop_fac_pub/121
COinS
Comments
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