• Acta Optica Sinica
  • Vol. 41, Issue 11, 1107001 (2021)
Wenqi Ma1, Huimin Lu1、*, Jianping Wang1, Yunshu Gao2, and Zengkun Wang3
Author Affiliations
  • 1School of Computer & Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China;
  • 2College of Science, Minzu University of China, Beijing 100081, China
  • 3Shenzhen Lubang Technology Co., Ltd., Shenzhen, Guangdong 518055, China
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    DOI: 10.3788/AOS202141.1107001 Cite this Article Set citation alerts
    Wenqi Ma, Huimin Lu, Jianping Wang, Yunshu Gao, Zengkun Wang. Vortex Beam Generation Based on Spatial Light Modulator and Deep Learning[J]. Acta Optica Sinica, 2021, 41(11): 1107001 Copy Citation Text show less
    References

    [1] Guo Z Y, Gong C F, Liu H J et al. Research advances of orbital angular momentum based optical communication technology[J]. Opto-Electronic Engineering, 47, 190593(2020).

    [2] Liao H Y. Simulation and experimental study on generation and detection of orbital angular beams[D]. Beijing: Beijing University of Posts and Telecom(2019).

    [3] Shao W. Research on key technologies in free-space optical communications based on orbital angular momentum multiplexing[D]. Shanghai: Shanghai University(2019).

    [4] Liu M W, Li Y C. Propagation of OFDM-OAM optical signal in atmospheric turbulence[J]. Acta Optica Sinica, 39, 0706002(2019).

    [5] Zhang K N, Liu Y X, Pu J X et al. Scintillation index of vortex beams propagating in oceanic turbulence[J]. Chinese Journal of Lasers, 46, 0705001(2019).

    [6] Tamm C, Weiss C O. Bistability and optical switching of spatial patterns in a laser[J]. Journal of the Optical Society of America B, 7, 1034-1038(1990).

    [7] Beijersbergen M W. Coerwinkel R P C, Kristensen M, et al. Helical-wavefront laser beams produced with a spiral phase plate[J]. Optics Communications, 112, 321-327(1994).

    [8] Heckenberg N R. McDuff R, Smith C P, et al. Generation of optical phase singularities by computer-generated holograms[J]. Optics Letters, 17, 221-223(1992).

    [9] Curtis J E, Koss B A, Grier D G et al. Dynamic holographic optical tweezers[J]. Optics Communications, 207, 169-175(2002).

    [10] Kong D J, Sun X Y, Dong Z L et al. Progress in femtosecond laser processing technology based on space beam shaping[J]. Laser & Optoelectronics Progress, 57, 111416(2020).

    [11] Bryngdahl O. Geometrical transformations in optics[J]. Journal of the Optical Society of America A, 64, 1092-1099(1974).

    [12] Gerchberg R W, Saxton W O. Practical algorithm for the determination of phase from image and diffraction plane pictures[J]. Optik, 35, 237-250(1972).

    [13] Zhang X Y. Research on compound optimization algorithm of liquid crystal on silicon phase hologram[D]. Beijing: Central University for Nationalities(2019).

    [14] Fu S Y, Zhai Y W, Yin C et al. Mixed orbital angular momentum amplitude shift keying through a single hologram[J]. OSA Continuum, 1, 295-308(2018).

    [15] Li X K, Li Y, Zeng X N et al. Perfect optical vortex array for optical communication based on orbital angular momentum shift keying[J]. Journal of Optics, 20, 125604(2018).

    [16] Fienup J R. Iterative method applied to image reconstruction and to computer-generated holograms[J]. Proceedings of SPIE, 207, 2-13(1979).

    [17] Liu J S, Taghizadeh M R. Iterative algorithm for the design of diffractive phase elements for laser beam shaping[J]. Optics Letters, 27, 1463-1465(2002).

    [18] Huang L X, Yao X, Cai D M et al. A high accuracy and fast iterative algorithm for phase retrieval[J]. Chinese Journal of Lasers, 37, 1218-1221(2010).

    [19] Wang D, Jin B Q, Wang Y et al. Adaptive flattop beam shaping with a spatial light modulator controlled by the holographic tandem method[J]. IEEE Photonics Journal, 8, 6500107(2016).

    [20] Li X Y, Qian X F, Meng N N et al. Optimization algorithm of diffractive optical elements for beam shaping[J]. Acta Optica Sinica, 39, 1105003(2019).

    [21] Mikhaylov D, Zhou B F, Kiedrowski T et al. High accuracy beam splitting using spatial light modulator combined with machine learning algorithms[J]. Optics and Lasers in Engineering, 121, 227-235(2019).

    [22] Wan S N. Research and implementation of face recognition based on convolution neural network[D]. Chengdu: University of Electronic Science and Technology of China(2016).

    [23] Chen X, Zhu R, Wang Z Y et al. Handwritten digits recognition based on fused convolutional neural network model[J]. Computer Engineering, 43, 187-192(2017).

    Wenqi Ma, Huimin Lu, Jianping Wang, Yunshu Gao, Zengkun Wang. Vortex Beam Generation Based on Spatial Light Modulator and Deep Learning[J]. Acta Optica Sinica, 2021, 41(11): 1107001
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