光学学报, 2007, 27 (9): 1628, 网络出版: 2007-10-17   

遗传算法在自适应光学系统中的应用

Study of a Genetic Algorithm Used in an Adaptive Optical System
作者单位
1 中国科学院光电技术研究所, 成都 610209
2 中国科学院研究生院, 北京 100039
摘要
为了校正激光光束的波前像差,建立了一套无需直接探测波前信息的自适应光学(AO)系统模型,提出了一种基于实数编码的高斯变异的遗传算法(GA)用来控制61单元压电变形镜补偿波前像差,并仿真利用此算法控制61单元变形镜校正由变形镜本身产生的像差。结果表明,这种算法能够找到补偿各种像差所需的变形镜的最优面型。像差校正后,焦平面的峰值光强最多能够提高30倍。环围斯特尔比值(Strehl ratio)最多能够从校正前的0.032提高到0.96,变形镜 61个驱动器后的电压值收敛性能良好。
Abstract
For correcting the phase aberration in wavefront, a wavefront sensor-less adaptive optical (AO) system was set up, and a real number encoding Gauss mutation genetic algorithm which was applied to control a 61-channel deformable mirror (DM) was developed. Phase aberration generated by randomly adding voltages to the 61 channels of DM was brought to an ideal incident wavefront. Several simulation experiments have been done. The simulation results demonstrated that this algorithm could find the optimum DM shape which was applied to correct phase aberration. After the phase aberration in incident wavefront was corrected with this technique, the peak light intensity on the focal plane could at most be improved by a factor of 30, and the encircled energy Strehl ratio was increased 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.
参考文献

[1] Li Xinyang, Jiang Wenhan. Zernike modal wavefront rescontruction error of Hartmann-Shack wavefront sensor[J]. Acta Optica Sinica, 2002, 22(10): 1236~1240 (in Chinese)
李新阳,姜文汉. 哈特曼夏克波前传感器的泽尼克模式复原误差[J]. 光学学报, 2002, 22(10): 1236~1240

[2] Hu Bian, Rao Changhui.The application of incremental wiener filters in image deconvolution of wavefront sensoring[J]. Acta Optica Sinica, 2004, 24(10): 1305~1309 (in Chinese)
胡边,绕长辉. 增量维纳滤波法在波前探测解卷积中的应用[J]. 光学学报, 2004, 24(10): 1305~1309

[3] Ling Ning, Zhang Yudong, Rao Xuejun et al.. A small adaptive optical imaging system for cells of living human retina[J]. Acta Optica Sinica, 2004, 24(9): 1153~1158 (in Chinese)
凌宁,张雨东,绕学军 等. 用于活体人眼视网膜观察的自适应光学成像系统[J]. 光学学报, 2004, 24(9): 1153~1158

[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[J]. Acta Optica Sinica, 2004, 24(1): 131~136 (in Chinese)
侯静,姜文汉,凌宁. 共光路/共模块自适应光学数据融合算法[J]. 光学学报, 2004, 24(1): 131~136

[5] Jiang Wenhan, Huang Shufu, Wu Xubing. Hill-climbing adaptive optics wavefront correction system[J].Chin. J. Lasers, 1988, 15(1): 17~21 (in Chinese)
姜文汉,黄树辅,吴斌旭. 爬山法自适应光学波前校正系统[J]. 中国激光, 1988, 15(1): 17~21

[6] . J. Booth, M. A. A. Neil, R. Juskaitis et al.. Adaptive aberration correction in a confocal microscope[J]. Proc. Nat. Acad. Sci., 2002, 99(9): 5788-5792.

[7] . C. F. Gonte, R. Dandliker. Optimization of single-mode fiber coupling efficiency with an adaptive membrane mirror[J]. Opt. Engng., 2002, 41(5): 1073-1076.

[8] Ping Yang, Shijie Hu, Xiaodong Yang et al.. Test and analysis of the time and space characteristics of phase aberration in a diode-side-pumped Nd∶YAG laser[C]. Proc. SPIE, 2005, 6108: 182~191

[9] Shao Li, Xian Hao. Influence of deformable mirror parameter variation on aberration correction for atmospheric turbulence[J]. Opto-Electronic Engineering, 2004, 31(5): 7~10 (in Chinese)
邵力,鲜浩. 变形镜参数变化对湍流像差校正效果的影响[J]. 光电工程, 2004, 31(5): 7~10

杨平, 许冰, 姜文汉, 陈善球. 遗传算法在自适应光学系统中的应用[J]. 光学学报, 2007, 27(9): 1628. 杨平, 许冰, 姜文汉, 陈善球. Study of a Genetic Algorithm Used in an Adaptive Optical System[J]. Acta Optica Sinica, 2007, 27(9): 1628.

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