Phase optimization of a multimode fiber laser beam with SPGD algorithm

被引:0
|
作者
Zhang, Chi [1 ]
Liu, Wenguang [1 ]
Zhou, Qiong [1 ]
机构
[1] Natl Univ Def Technol, Coll Optoelect Sci & Engn, Changsha 410073, Hunan, Peoples R China
关键词
phase optimization; multimode beam; SPGD algorithm; SPATIAL LIGHT MODULATORS; DUAL-PHASE; MODES;
D O I
10.1117/12.2267124
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Compared with single-mode laser, multimode fiber laser can achieve higher output power. But with distorted phase distribution, the beam quality of multimode laser is poor. To improve the beam quality of multimode laser, phase optimization of multimode laser based on the stochastic parallel gradient descent (SPGD) algorithm is presented in this paper. To realize the phase control of beam, a multiple pixels screen used as phase correction device is added in the output light path. In the SPGD algorithm, the pixels of phase correction screen are regarded as the controlled variables, power in the bucket (PIB) of the far field is used as the evaluation function. By changing the phase modulation of each pixel, the optimal PIB is obtained by this algorithm, and the beam quality is improvemed. The optimazation of high-order mode beam and multimode beam are calculated respectively. The multimode beam includes two modes: TEM00 and TEM21 and the proportion of output power is 1:1. The results show that the PIB of the single high-order mode beam is improved from 0.02 to 0.70 after 30000 times iteration., the multimode laser is improved from 0.02 to 0.40 after 20000 times iteration. According to the result, parameters of the algorithm are adjusted to improve efficiency and practicability.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Laser beam combining and cleanup by stimulated Brillouin scattering in a multimode optical fiber
    Rodgers, BC
    Russell, TH
    Rob, WB
    OPTICS LETTERS, 1999, 24 (16) : 1124 - 1126
  • [22] COUPLING EFFICIENCY OF LASER BEAM TO MULTIMODE FIBER FOR FREE SPACE OPTICAL COMMUNICATION
    Arisa, Suguru
    Takayama, Yoshihisa
    Endo, Hiroyuki
    Shimizu, Ryosuke
    Fujiwara, Mikio
    Sasaki, Masahide
    INTERNATIONAL CONFERENCE ON SPACE OPTICS-ICSO 2014, 2014, 10563
  • [23] Photonic integrated coherent beam combiner based on MMI and the SPGD algorithm
    Jiao, Suping
    Qiu, Jifang
    Zhao, Guojun
    Wu, Jian
    APPLIED OPTICS, 2024, 63 (09) : 2175 - 2179
  • [24] Wavefront Distortion Correction of Vortex Beam Based on Improved SPGD Algorithm
    Ma Shengjie
    Hao Shiqi
    Zhao Qingsong
    ACTA OPTICA SINICA, 2021, 41 (06)
  • [25] Compensation of Multimode Fiber Dispersion by Optimization of Launched Amplitude, Phase, and Polarization
    Shemirani, Mahdieh B.
    Kahn, Joseph M.
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2010, 28 (14) : 2084 - 2095
  • [26] Algorithm Development, Optimization, and Simulation Framework for a Phase-Locking Fiber Laser Array
    Campbell, Casey
    Mazur, Benjamin
    Cayci, Furkan
    Waite, Nicholas
    Kiamilev, Fouad
    Liu, Jony J.
    LONG-RANGE IMAGING, 2016, 9846
  • [27] Improvement of SPGD by Gradient Descent Optimization Algorithm in Deep Learning
    Zhao, Qingsong
    Hao, Shiqi
    Wang, Yong
    Wang, Lei
    Lin, Zhi
    2022 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE, ACP, 2022, : 469 - 472
  • [28] Multimode Optical Fiber Beam-By-Beam Cleanup
    Ferraro, Mario
    Mangini, Fabio
    Leventoux, Yann
    Tonello, Alessandro
    Zitelli, Mario
    Mansuryan, Tigran
    Sun, Yifan
    Fevrier, Sebastien
    Krupa, Katarzyna
    Kharenko, Denis
    Wabnitz, Stefan
    Couderc, Vincent
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2023, 41 (10) : 3164 - 3174
  • [29] Phase and amplitude control of a multimode LMA fiber beam by use of digital holography
    Paurisse, M.
    Hanna, M.
    Druon, F.
    Georges, P.
    Bellanger, C.
    Brignon, A.
    Huignard, J. P.
    OPTICS EXPRESS, 2009, 17 (15): : 13000 - 13008
  • [30] Multimode fiber modal decomposition based on hybrid genetic global optimization algorithm
    Li, Lei
    Leng, Jinyong
    Zhou, Pu
    Chen, Jinbao
    AOPC 2017: LASER COMPONENTS, SYSTEMS, AND APPLICATIONS, 2017, 10457