In this paper, modern subspace identication methods are applied to a Multi-conjugate Adaptive optics Demonstrator, MAD, developed at ESO. The identied multi-input multi-output systems mapping voltages into slopes can be obtained on data taken in open/closed loop on beacon and in both SCAO and GLAO congurations. The advantages of the proposed approach is twofold: on the one hand the experiment to collect the data takes only few minutes during day time, it can be done on beacon, and all the computational eort is moved on-line. On the other hand, subspace identication provides the mathematical model necessary to design modern model-based controllers (e.g. linear quadratic control).
Titolo: | Multi-input Multi-Output Identication for Control of Adaptive Optics Systems |
Autori: | |
Data di pubblicazione: | 2014 |
Abstract: | In this paper, modern subspace identication methods are applied to a Multi-conjugate Adaptive optics Demonstrator, MAD, developed at ESO. The identied multi-input multi-output systems mapping voltages into slopes can be obtained on data taken in open/closed loop on beacon and in both SCAO and GLAO congurations. The advantages of the proposed approach is twofold: on the one hand the experiment to collect the data takes only few minutes during day time, it can be done on beacon, and all the computational eort is moved on-line. On the other hand, subspace identication provides the mathematical model necessary to design modern model-based controllers (e.g. linear quadratic control). |
Handle: | http://hdl.handle.net/11562/795166 |
Appare nelle tipologie: | 04.01 Contributo in atti di convegno |