Chinese Journal of Lasers, Volume. 47, Issue 1, 0105001(2020)
Self-Learning Control Model for Adaptive Optics Systems and Experimental Verification
[5] Guo Y M, Rao C H, Bao H et al. Direct computation of the interaction matrix of adaptive optical system[J]. Acta Physica Sinica, 63, 149501(2014).
[6] Levine S. Exploring deep. -11-07)[2019-06-25]. https:∥arxiv., org/abs/1311, 1761(2013).
[7] Vdovin G V. Model of an adaptive optical system controlled by a neural network[J]. Optical Engineering, 34, 3249-3254(1995).
[8] Jorgenson M B. Aitken G J M. Neural network prediction of turbulence-induced wavefront degradations with applications to adaptive optics[J]. Proceedings of SPIE, 1706, 113-121(1992).
[9] Zhang J M, Wang N. 5): 72-73, Ⅱ[J]. Wang S Q. An neuron model -free controller with the adaptive gain regulated by the PID algorithm. Mechanical & Electrical Engineering Magazine(1999).
[10] Jiang W H. Overview of adaptive optics development[J]. Opto-Electronic Engineering, 45, 7-21(2018).
[11] Korn G. LeGarrec B, Rus B. ELI extreme light infrastructure science and technology with ultra-intense lasers. [C]∥CLEO: 2013, San Jose, June 9-14, 2013, San Jose, CA, USA. Washington, D.C.: OSA, CTu2D, 7(2013).
[12] LeCun Y, Bengio Y, Hinton G. Deep learning[J]. Nature, 521, 436-444(2015).
[13] Hecht-Nielsen R. Theory of the backpropagation neural network. [C]∥International Joint Conference on Neural Networks, June 18-22, 1989, Washington, DC, USA. New York: IEEE, 593-605(1989).
[14] Vorontsov M A, Carhart G W, Ricklin J C. Adaptive phase-distortion correction based on parallel gradient-descent optimization[J]. Optics Letters, 22, 907-909(1997).
[16] Jiang W H, Huang S F, Ling N et al. Hill-climbing wavefront correction system for large laser engineering[J]. Proceedings of SPIE, 965, 266-272(1989).
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Zhenxing Xu, Ping Yang, Tao Cheng, Bing Xu, Heping Li. Self-Learning Control Model for Adaptive Optics Systems and Experimental Verification[J]. Chinese Journal of Lasers, 2020, 47(1): 0105001
Category: beam transmission and control
Received: Jun. 26, 2019
Accepted: Sep. 26, 2019
Published Online: Jan. 9, 2020
The Author Email: Zhenxing Xu (xyhf2009@foxmail.com), Ping Yang (pingyang2516@163.com)