Title :
Gain optimization for adaptive optics systems
Author :
Looze, Douglas P. ; Merritt, Nate
Author_Institution :
Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA
Abstract :
This paper presents an optimization procedure for selecting the best controller gain for an adaptive optics system. The procedure uses an ARX identification of the open loop atmospheric data to model the atmospheric effects and sensor noise. The closed loop system incorporates the adaptive optics system dynamics, the identified atmosphere model and the controller. The gain is found using a parameter optimization of the closed loop system performance.
Keywords :
adaptive control; adaptive optics; closed loop systems; control system synthesis; optimisation; ARX identification; adaptive optics system; atmospheric effects; autoregressive model; closed loop system; controller gain; gain optimization; open loop atmospheric data; parameter optimization; sensor noise; Adaptive optics; Atmosphere; Atmospheric measurements; Atmospheric modeling; Current measurement; Delta modulation; Open loop systems; Shape control; Shape measurement; Telescopes;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1244052
