Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Vibration identification based on Levenberg–Marquardt optimization for mitigation in adaptive optics systems

Not Accessible

Your library or personal account may give you access

Abstract

When high performance is expected, vibrations are becoming a burning issue in adaptive optics systems. For mitigation of these vibrations, in this paper, we propose a method to identify the vibration model. The nonlinear least squares algorithm named the Levenberg–Marquardt method is adapted to acquire the model parameters. The experimental validation of the high performance of vibration mitigation associated with our identification method has been accomplished. Benefiting from this method, vibrations have been significantly suppressed using linear quadratic Gaussian control, where the root-mean-square of the residual vibrations has been reduced down to a portion of a microradian. Moreover, the experimental results show that with the model identified, vibrations ranging from wide low-frequency perturbation to high-frequency vibration peaks can be dramatically mitigated, which is superior to classical control strategies.

© 2018 Optical Society of America

Full Article  |  PDF Article
More Like This
Comparison of vibration mitigation controllers for adaptive optics systems

Andres Guesalaga, Benoit Neichel, Francois Rigaut, James Osborn, and Dani Guzman
Appl. Opt. 51(19) 4520-4535 (2012)

Minimum variance control for mitigation of vibrations in adaptive optics systems

Pedro Escárate, Rodrigo Carvajal, Laird Close, Jared Males, Katie Morzinski, and Juan C. Agüero
Appl. Opt. 56(19) 5388-5397 (2017)

First on-sky SCAO validation of full LQG control with vibration mitigation on the CANARY pathfinder

Gaetano Sivo, Caroline Kulcsár, Jean-Marc Conan, Henri-François Raynaud, Éric Gendron, Alastair Basden, Fabrice Vidal, Tim Morris, Serge Meimon, Cyril Petit, Damien Gratadour, Olivier Martin, Zoltan Hubert, Arnaud Sevin, Denis Perret, Fanny Chemla, Gérard Rousset, Nigel Dipper, Gordon Talbot, Eddy Younger, Richard Myers, David Henry, Stephen Todd, David Atkinson, Colin Dickson, and Andy Longmore
Opt. Express 22(19) 23565-23591 (2014)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Figures (6)

You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Tables (1)

You do not have subscription access to this journal. Article tables are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Equations (20)

You do not have subscription access to this journal. Equations are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.