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5 January 2019 Construction of a dynamic adaptive optics system based on the subspace identification
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Abstract
Adaptive optics (AO) systems have been used in many applications, such as ground-based astronomical telescopes for improving the resolution by counteracting the effects of atmospheric turbulence. However, the traditional AO system model is not good at dealing with noise interference in the closed-loop correction. Therefore, our paper proposes a subspace system identification method based on errors-in-variables to build an accurate dynamic model of the AO system from measurement data with closed-loop system identification. Experimental simulation results show that the root mean square of the residual wavefront is smaller than that of the traditional method, whether photon noise and camera readout noise exist or not. We conclude that the identified model has good accuracy and noise disturbance compensation ability to deal with dynamic wavefront correction compared with the traditional method.
© 2019 Society of Photo-Optical Instrumentation Engineers (SPIE) 0091-3286/2019/$25.00 © 2019 SPIE
Haiqi Lin, Ping Yang, Bing Xu, Kangjian Yang, and Lianghua Wen "Construction of a dynamic adaptive optics system based on the subspace identification," Optical Engineering 58(1), 013101 (5 January 2019). https://doi.org/10.1117/1.OE.58.1.013101
Received: 28 August 2018; Accepted: 4 December 2018; Published: 5 January 2019
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