Acta Optica Sinica, Volume. 41, Issue 6, 0611004(2021)
Research on Active Optical Correction Algorithm Based on Deep Learning
[10] Su D Q, Cui X Q, Wang Y N et al. Large-sky-area multiobject fiber spectroscopic telescope (LAMOST) and its key technology[J]. Proceedings of SPIE, 3352, 76-90(1998).
[14] Cho M K . Active optics performance study of the primary mirror of the gemini telescopes project. [C]∥Optical Telescopes of Today & Tomorrow. International Society for Optics and Photonics(1997).
[15] Cheon K, Kim J, Hamadache M et al. On replacing PID controller with deep learning controller for DC motor system[J]. Journal of Automation and Control Engineering, 3, 452-456(2015).
[19] Su D Q, Cui X Q. Active optics: key technology of a new generation of large telescopes. C]∥Chinese Astronomical Society 97 Symposium on New Techniques for Telescopes and Instruments(1997).
[20] Ni Y, Huang Q T, Yu J C. Optimized design of active support of ultra thin mirror[J]. Opto-Electronic Engineering, 35, 22-26, 31(2008).
[21] Li H Z, Wang J L, Lin X D et al. Active optics experiment system with thin-mirror[J]. Opto-Electronic Engineering, 36, 120-125(2009).
[22] Kirkpatrick S. Gelatt C D Jr, Vecchi M P. Optimization by simulated annealing[M]. Singapore: World Scientific, 339-348(1986).
[24] Corana A. And C M R M . Corrigenda: “minimizing multimodal functions of continuous variables with the ‘simulated annealing’ algorithm”[J]. ACM Transactions on Mathematical Software, 15, 287(1989).
[25] Kennedy J, Eberhart R. Particle swarm optimization[C]∥Proceedings of ICNN'95 - International Conference on Neural Networks, November 27 - December 1, 1995, Perth, WA, Australia., 1942-1948(1995).
[27] Beyer H G. Evolution strategies[J]. Scholarpedia, 2, 1965(2007).
[28] Sa-limans T, Ho J, Chen X et al. -09-07)[2020-08-25]. https:∥arxiv., org/abs/1703, 03864(2017).
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Chao Kang, Wenxiang Li, Sheng Huang, Hengrui Guan, Jinbiao Zhao, Qingsheng Zhu. Research on Active Optical Correction Algorithm Based on Deep Learning[J]. Acta Optica Sinica, 2021, 41(6): 0611004
Category: Imaging Systems
Received: Aug. 25, 2020
Accepted: Nov. 5, 2020
Published Online: Apr. 7, 2021
The Author Email: Li Wenxiang (lwxiang@mail.ustc.edu.cn), Zhu Qingsheng (85482014@163.com)