Coherent beam combining based on the SPGD algorithm with a momentum term

被引:26
|
作者
Song, Jikun [1 ,2 ]
Li, Yuanyang [1 ]
Che, Dongbo [1 ,2 ]
Guo, Jin [1 ]
Wang, Tingfeng [1 ,2 ]
机构
[1] Chinese Acad Sci, Changchun Inst Opt Fine Mech & Phys, State Key Lab Laser Interact Matter, Changchun 130033, Peoples R China
[2] Univ Chinese Acad Sci, Ctr Mat Sci & Optoelect Engn, Beijing 100049, Peoples R China
来源
OPTIK | 2020年 / 202卷
基金
中国国家自然科学基金;
关键词
Adaptive optics; Coherent beam combining; The stochastic parallel gradient descent algorithm; The momentum method; FIBER AMPLIFIERS; HIGH-POWER; TILT-TIP; COMBINATION; ARRAY; OPTICS;
D O I
10.1016/j.ijleo.2019.163650
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The stochastic parallel gradient descent with a momentum term (named MomSPGD) algorithm is innovatively presented and applied for coherent beam combining to substitute for the traditional SPGD algorithm. The feasibility of coherent synthesis system using the MomSPGD algorithm is validated through numerical simulations and experiments. The results of the simulations and the experiment indicate that the proposed algorithm can improve convergence speed and immunity of the synthesis system compared with the traditional SPGD algorithm.
引用
收藏
页数:6
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