DocumentCode
2821886
Title
A comparison between Zernike and PCA representation of atmospheric turbulence
Author
Beghi, Alessandro ; Cenedese, Angelo ; Masiero, Andrea
Author_Institution
Univ. di Padova, Padova
fYear
2007
fDate
12-14 Dec. 2007
Firstpage
572
Lastpage
577
Abstract
In ground-based astronomy seeing remains one of the biggest problem due to the presence of atmospheric turbulence affecting the radiation from the astronomical object of interest, along its travel path to the telescope device. The correction of the turbulence effects at the telescope pupil level, characterized statistically according to well-accepted models, is the focus of current generation of adaptive optics systems. Moreover, the representation of atmospheric turbulence, which is limited to the phase contribution since the amplitude degradation can be considered as negligible, is obtained through a modal decomposition. The choice of the modal representation is therefore a key issue in the turbulence study and the consequent design of control system to drive the deformation of the corrective mirrors. In the paper we discuss a possible solution to the problem, resorting to the principal component analysis of the atmospheric turbulence, and comparing this approach to the classically adopted Zernike´s expansion.
Keywords
Zernike polynomials; adaptive optics; astronomical telescopes; atmospheric turbulence; principal component analysis; PCA representation; Zernike representation; adaptive optics systems; amplitude degradation; atmospheric turbulence; corrective mirrors; ground-based astronomy; modal decomposition; modal representation; telescope device; telescope pupil level; Adaptive optics; Astronomy; Atmosphere; Atmospheric modeling; Covariance matrix; Degradation; Optical refraction; Polynomials; Principal component analysis; Telescopes;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2007 46th IEEE Conference on
Conference_Location
New Orleans, LA
ISSN
0191-2216
Print_ISBN
978-1-4244-1497-0
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2007.4434458
Filename
4434458
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