Infrared and Laser Engineering, Volume. 51, Issue 7, 20210759(2022)

Meta-heuristic SPGD algorithm in spatial light wavefront distortion correction

Hui Zhao1,2, Diankai Lv1,2, Jing An1,2, Kaida Kuang1,2, Mengjie Yu1,2, and Tianqi Zhang1,2
Author Affiliations
  • 1School of communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
  • 2Chongqing Key Laboratory of Signal and Information Processing, Chongqing 400065, China
  • show less
    References(20)

    [1] Yan B L, Li X L, Zhang H W, . Application of tapered fibers to free-space optical communication coupling system[J]. Optics and Precision Engineering, 27, 287-294(2019).

    [2] Li B, Wang T F, Wang D N, . Simulation of laser beam propagation through turbulence[J]. Chinese Optics, 5, 289-295(2012).

    [3] Yuksel H, Davis C C. Aperture averaging analysis and aperture shape invariance of received scintillation in free space optical communication links[J]. Applied Physics Letters, 89, 234(2006).

    [4] Zhao T F, Wang X F, Wang H, . Research on ultraviolet non-line-of-sight diversity reception technology in weak turbulence[J]. Infrared and Laser Engineering, 47, 1222002(2018).

    [5] Deng Y, Wang H, Ji X L, et al. Characteristics of high-power partially coherent laser beams propagating upwards in the turbulent atmosphere[J]. Optics Express, 28, 27927-27939(2020).

    [6] Cui S Y, Zhao X H, He X, et al. A quick hybrid atmospheric-interference compensation method in a WFS-less free-space optical communication system[J]. Current Optics & Photonics, 2, 612-622(2018).

    [7] Jia Q W, Li X Y, Luo X. Detection methods for instability of adaptive optics system[J]. Infrared and Laser Engineering, 49, 20200299(2020).

    [8] Tian Q H, Lu C D, Liu B, et al. DNN-based aberration correction in a wavefront sensorless adaptive optics system[J]. Optics Express, 28, 10765-10766(2019).

    [9] Zhai Y W, Fu S Y, Zhang J Q, et al. Turbulence aberration correction for vector vortex beams using deep neural networks on experimental data[J]. Optics Express, 28, 7515-7527(2020).

    [10] Song J K, Li Y Y, Che D B, . Influence of turbulent atmosphere on the effect of coherent beam combining[J]. Chinese Optics, 13, 884-898(2020).

    [11] Long B J, Ou L, Xiang R J, . Optimization of control strategy for FSM system by using simulated annealing algorithm[J]. Optics and Precision Engineering, 24, 2232-2239(2016).

    [12] Shi X D, Li Y J, Zhao S H, . Ant colony optimization routing and wavelength technology for software-defined satellite optical networks[J]. Infrared and Laser Engineering, 49, 20200295(2020).

    [13] Ma S Q, Yang P, Lai B H, . Slab laser beam cleanup based on efficient stochastic parallel gradient descent algorithm[J]. Chinese Journal of Lasers, 47, 0805001(2020).

    [14] Hu Q T, Zhen L L, Mao Y, et al. Adaptive stochastic parallel gradient descent approach for efficient fiber coupling[J]. Optics Express, 28, 13141-13154(2020).

    [15] Yang G Q, Liu L S, Jiang Z H, et al. Incoherent beam combining based on the momentum SPGD algorithm[J]. Optics & Laser Technology, 101, 372-378(2018).

    [16] Wu J L, Ke X Z. Adaptive optics correction of wavefront sensorless[J]. Laser & Optoelectronics Progress, 55, 030103(2018).

    [17] Noll R J. Zernike polynomials and atmospheric turbulence[J]. Journal of the Optical Society of America, 66, 207-211(1976).

    [18] Lei X, Wang S, Yan H, et al. Double-deformable-mirror adaptive optics system for laser beam cleanup using blind optimization[J]. Optics Express, 20, 22143-22157(2012).

    [19] Zhang S, Zhang J W, Mu J, . Dynamical phase error control and bandwidth analysis for coherent beam combination based on stochastic parallel gradient descent algorithm[J]. Acta Optica Sinica, 38, 0514003(2018).

    [20] Hayyolalam V, Kazem A. Black widow optimization algorithm: A novel meta-heuristic approach for solving engineering optimization problems[J]. Engineering Applications of Artificial Intelligence, 103249(2020).

    CLP Journals

    [1] Wenhui ZHENG, Jiaqin QI, Wenjun JIANG, Guiyuan TAN, Qiqi HU, Huaien GAO, Jiazhen DOU, Jianglei DI, Yuwen QIN. Staged adaptive optimization of SPGD algorithm in laser coherent beam combining[J]. Infrared and Laser Engineering, 2024, 53(9): 20240257

    Tools

    Get Citation

    Copy Citation Text

    Hui Zhao, Diankai Lv, Jing An, Kaida Kuang, Mengjie Yu, Tianqi Zhang. Meta-heuristic SPGD algorithm in spatial light wavefront distortion correction[J]. Infrared and Laser Engineering, 2022, 51(7): 20210759

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Optical communication and sensing

    Received: Oct. 21, 2021

    Accepted: --

    Published Online: Dec. 20, 2022

    The Author Email:

    DOI:10.3788/IRLA20210759

    Topics