Frontiers of Optoelectronics, 2008, 1 (3): 263, 网络出版: 2012-11-06  

A genetic algorithm used in a 61-element adaptive optical system

A genetic algorithm used in a 61-element adaptive optical system
作者单位
1 Institute of Optics and Electronics, Chinese Academy of Sciences, Chendu 610209, China
2 Graduate School of Chinese Academy of Sciences, Beijing 100039, China
摘要
Abstract
To correct the phase aberrations in a wavefront, a wavefront sensorless adaptive optical (AO) system is set up. A real-number encoding Gaussian mutation genetic algorithm (GA) that is adopted to control a 61-element deformable mirror (DM) is presented. This GA uses the light intensity behind a pinhole on the focal plane as the objective function to optimize, and therefore to omit the procedure of measuring the phase aberrations in the laser wavefront by a wavefront sensor. Phase aberrations generated by the DM are brought to an ideal incident wavefront. Several correction simulations have been accomplished. The simulation results show that the genetic algorithm is capable of finding the optimum DM shape to correct the phase aberrations. After the phase aberrations of the wavefront have been corrected by GA, the peak light intensity on the focal plane can be improved at most by a factor of 30, and the encircled energy Strehl ratio can be increased ultimately to 0.96 from 0.032. It is also found that the convergence and stability of the 61 voltages on the DM is quite well. The simulation results prove that the genetic algorithm can be used in AO systems effectively.
参考文献

[1] Li Xinyang, Jiang Wenhan. Zernike modal wavefront reconstruction error of Hartmann-Shack wavefront sensor. Acta Optica Sinica, 2002, 22(10): 1236-1240 (in Chinese)

[2] Hu Bian, Rao Changhui. The application of incremental Wiener filters in image deconvolution of wavefront sensoring. Acta Optica Sinica, 2004, 24(10): 1305-1309 (in Chinese)

[3] Ling Ning, Zhang Yudong, Rao Xuejun, et al. A small adaptive optical imaging system for cells of living human retina. Acta Optica Sinica, 2004, 24(9): 1153-1158 (in Chinese)

[4] Hou Jing, Jiang Wenhan, Ling Ning. Data fusion of the two Hartman-Shack wavefront sensors in the common path/common mode adaptive optics system. Acta Optica Sinica, 2004, 24(1): 131-136 (in Chinese)

[5] Jiang Wenhan, Huang Shufu, Wu Xubin. Hill-climbing adaptive optics wavefront correction system. Chinese Journal of Lasers, 1988, 15(1): 17-21 (in Chinese)

[6] BoothMJ, NeilMA A, Juskaitis R, et al. Adaptive aberration correction in a confocal microscope. Proceedings of the National Academy of Sciences of the United States of America, 2002, 99(9): 5788-5792

[7] Gonte F, Courteville A, Da ndliker R. Optimization of singlemode fiber coupling efficiency with an adaptive membrane mirror. Optical Engineering, 2002, 41(5): 1073-1076

[8] Goldberg D E. Genetic Algorithms in Search, Optimization and Machine Learning. Boston: Addison-Wesley Publishing Company, 1989, 25-50

[9] Yang Ping, Hu Shijie, Yang Xiaodong, et al. Test and analysis of the time and space characteristics of phase aberration in a diode-side-pumped Nd:YAG laser. Proceedings of SPIE, 2005, 6018: 60180M

[10] Lubeigt W, Valentine G, Girkin J, et al. Active transverse mode control and optimization of an all-solid-state laser using an intracavity adaptive-optic mirror. Optics Express, 2002, 10(13): 550-555

[11] Burns D, ValentineGJ, Lubeigt W, et al. Development of high average power picosecond laser systems. Proceedings of SPIE, 2002, 4629: 129-143

[12] Albert O, Sherman L, Mourou G, et al. Smart microscope: an adaptive optics learning system for aberration correction in multiphoton confocal microscopy. Optics Letters, 2000, 25(1): 52-54

[13] Marsh P N, Burns D, Girkin JM. Practical implementation of adaptive optics in multiphoton microscopy. Optics Express, 2003, 11(10): 1123-1130

[14] Shao Li, Xian Hao. Influence of deformable mirror parameter variation on aberration correction for atmospheric turbulence. Opto-Electronic Engineering, 2004, 31(5): 7-10 (in Chinese)

Ping YANG, Bing XU, Wenhan JIANG, Shanqiu CHEN. A genetic algorithm used in a 61-element adaptive optical system[J]. Frontiers of Optoelectronics, 2008, 1(3): 263. Ping YANG, Bing XU, Wenhan JIANG, Shanqiu CHEN. A genetic algorithm used in a 61-element adaptive optical system[J]. Frontiers of Optoelectronics, 2008, 1(3): 263.

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!