Abstract
Pseudo open loop control is a robust control technique for use in multi-conjugated adaptive optics systems for wide-field atmospheric turbulence compensation. This control technique helps to minimize the deleterious effects of optical defects in the system. We propose to use system identification on open-loop and closed-loop and frequency response analysis to achieve a better tuning and characterization of a POLC system. Our results show that system identification can be used to determine the robustness of the system, and can also be used to obtain a model for system tuning.
Similar content being viewed by others
References
Åström K., Hägglund T. 2011, Advanced PID Control, ISA-The Instrumentation, Systems and Automation Society
Basden A. G., Jenkins D., Morris T. J., Osborn J., Townson M. J. 2019, Monthly Notices of the Royal Astronomical Society, 486, 1774
Beckers J. M. 1989, in SPIE Proceedings, Volume 1114, SPIE, Bellingham WA, p. 215
Billings S. A. 2013, Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains, 1st edition, Wiley
Conan R., Correia C. 2014, Adaptive Optics Systems IV, 9148, 91486C
D’Ambrosio C., Lodi A., Martello S. 2010, Operations Research Letters, 38, 39
Ellerbroek B. L., Vogel C. R. 2003, in Astronomical Adaptive Optics Systems and Applications, Vol. 5169, International Society for Optics and Photonics (SPIE), 206
Gilles L. 2005, Applied Optics, 44, 993
Hardy J. W. 1998, Adaptive Optics for Astronomical Telescopes, Oxford University Press, New York
Isermann R., Munchhof M. 2011, Advanced Textbooks in Control and Signal Processing, Volume 1, Identification of Dynamic Systems: An Introduction with Applications, 1st edition, Springer-Verlag, Berlin, Heidelberg
Ljung L. 1999, System Identification: Theory for User, 2nd edition, Prentice-Hall, Hoboken, New Jersey
Noll R. J. 1976, Journal of the Optical Society of America, 66, 207
Oberti S., Kolb J., Le Louarn M., et al. 2016, Adaptive Optics Systems V, 9909, 99091U
Ogata K. 1995, Discrete-Time Control Systems, Prentice Hall
Piatrou P., Gilles L. 2005, Applied Optics, 44, 1003
Pintelon R., Schoukens J. 2012, System Identification: A Frequency Domain Approach, IEEE Press
Poyneer L., van Dam M., Véran J.-P. 2009, Journal of the Optical Society of America A, 26, 833
Rigaut F., Neichel B., Boccas M., et al. 2014, Monthly Notices of Royal Astronomical Society, 437, 2361
Skogestad S., Postlethwaite I. 2005, Multivariable Feedback Control: Analysis and Design, 2nd edition, John Wiley & Sons, Inc., New York, NY
Sun H., Kasdin N. J., Vanderbei R. 2018, Journal of Astronomical Telescopes, Instruments, and Systems, 4, 1
Tufa L. D., Ramasamy M., Shuhaimi M., Patwardhan S. C. 2007, in IEEE 2007 International Conference on Intelligent and Advanced Systems (ICIAS)
Wang J. Y., Markey J. K. 1978, Journal of the Optical Society of America, 68, 78
Wang L., Ellerbroek B. 2012, in Adaptive Optics Systems III, International Society for Optics and Photonics (SPIE), Volume 8447, p. 780
Acknowledgements
This work was supported by the Serrapilheira Institute (grant number Serra-1709-18844) and CNPq grant number 311726/2018-6.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Mello, A.J.T.S., Oroski, E., Frencl, V.B. et al. System identification and tuning applied to pseudo open loop control in multi-conjugate adaptive optics. J Astrophys Astron 43, 61 (2022). https://doi.org/10.1007/s12036-022-09846-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12036-022-09846-3