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
相关论文
共 50 条
  • [31] Coherent beam combining based on polarization phase discrimination
    Yan, H. (dwdm.caep@gmail.com), 1600, Editorial Office of High Power Laser and Particle Beams, P.O. Box 919-805, Mianyang, 621900, China (25):
  • [32] Implementation of Stochastic Parallel Gradient Descent Algorithm for Coherent Beam Combining
    Linslal, C. L.
    Sooraj, M. S.
    Padmanabhan, A.
    Venkitesh, D.
    Srinivasan, B.
    HIGH-POWER LASERS AND APPLICATIONS IX, 2018, 10811
  • [33] Phase optimization of a multimode fiber laser beam with SPGD algorithm
    Zhang, Chi
    Liu, Wenguang
    Zhou, Qiong
    FOURTH INTERNATIONAL SYMPOSIUM ON LASER INTERACTION WITH MATTER, 2017, 10173
  • [34] Programmable Orbital Angular Momentum beam generated from a 61 channels Coherent Beam Combining femtosecond laser
    Veinhard, Matthieu
    Bellanger, Severine
    Daniault, Louis
    Fsaifes, Ihsan
    Chanteloup, Jean-Christophe
    2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2020,
  • [35] Spatially-distributed orbital angular momentum beam array generation based on greedy algorithms and coherent combining technology
    Hou, Tianyue
    Zhi, Dong
    Tao, Rumao
    Ma, Yanxing
    Zhou, Pu
    Liu, Zejin
    OPTICS EXPRESS, 2018, 26 (12): : 14945 - 14958
  • [36] Dynamic beam shaping with coherent beam combining: A description of the physics underlying coherent beam combining, capabilities and applications
    Shekel, Eyal
    PhotonicsViews, 2024, 21 (03) : 26 - 29
  • [37] Coherent beam combining of multi-wavelength lasers based on stochastic parallel gradient descent algorithm
    Wang Xiao-Lin
    Zhou Pu
    Ma Yan-Xing
    Ma Hao-Tong
    Xu Xiao-Jun
    Liu Ze-Jin
    Zhao Yi-Jun
    ACTA PHYSICA SINICA, 2010, 59 (08) : 5474 - 5478
  • [38] Orbital angular momentum mode detection of the combined vortex beam generated by coherent combining technology
    Yu, Tao
    Xia, Hui
    Xie, Wenke
    Peng, Yiming
    OPTICS EXPRESS, 2020, 28 (24) : 35795 - 35806
  • [39] The generation and verification of Bessel-Gaussian beam based on coherent beam combining
    Yu, Tao
    Xia, Hui
    Xie, Wenke
    Xiao, Guangzong
    Li, Hongjian
    RESULTS IN PHYSICS, 2020, 16
  • [40] SPGD Algorithm Optimization Based on Adam Optimizer
    Fang, Zhou
    Xu, Xiangxiang
    Li, Xin
    Yang, Huizhen
    Gong, Chenglong
    AOPC 2020: OPTICAL SENSING AND IMAGING TECHNOLOGY, 2020, 11567