Acta Optica Sinica, Volume. 43, Issue 4, 0426001(2023)

Recognition of Orbital Angular Momentum of Fractional Perfect Optical Vortex Beam Based on Convolutional Neural Network and Multiaperture Interferometer

Haobo Du, Jun Chen*, Gangkun Fu, Yansong Li, Hailong Wang, Yan Shi, Chunliu Zhao, and Shangzhong Jin**
Author Affiliations
  • College of Optical and Electronic Technology, China Jiliang University, Hangzhou 310018, Zhejiang, China
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    Figures & Tables(8)
    Schematic diagrams of sector-shaped opaque obstacle (black sectors are opaque obstacles). (a) Beam spot without passing through obstacles; (b) location of obstacles; (c) beam spots after interaction with obstacles
    Interference patterns of POVB with different TC after MI obtained by theoretical simulation (l represents TC value). (a) Ide; (b) N-Ide
    Network structure of experiment
    Schematic diagrams of experiment. (a) Schematic diagram of multi-aperture plate under angular obstacles (transmittance function of multi-aperture plate is realized by CGH); (b) schematic diagram of experimental setup
    Experimental results of spots of POVB before and after MI. (a) Patterns of POVB and POVB+MI with l=0, 1, …, 9 under ideal environment; (b) patterns of POVB+MI with l=8.01, 8.02, …, 8.10 under ideal environment
    Training results and confusion matrix of 0.01 order fractional POVB+MI. (a) Training results of 0.01 order fractional POVB+MI under ideal environment; (b) confusion matrix of fractional POVB+MI
    Experimental patterns of 0.01 order fractional POVB before and after MI under non-ideal environment (90° and 180° represent degrees of sector-shaped opaque obstacle under non-ideal environment)
    Training results and confusion matrices of POVB+MI under sector-shaped opaque obstacle with 90° and 180°. Training results of POVB+MI with (a) 90° and (c) 180° sector-shaped opaque obstacle, respectively; confusion matrices with (b) 90° and (d) 180° sector-shaped opaque obstacle, respectively
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    Haobo Du, Jun Chen, Gangkun Fu, Yansong Li, Hailong Wang, Yan Shi, Chunliu Zhao, Shangzhong Jin. Recognition of Orbital Angular Momentum of Fractional Perfect Optical Vortex Beam Based on Convolutional Neural Network and Multiaperture Interferometer[J]. Acta Optica Sinica, 2023, 43(4): 0426001

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    Paper Information

    Category: Physical Optics

    Received: Jul. 11, 2022

    Accepted: Sep. 6, 2022

    Published Online: Feb. 16, 2023

    The Author Email: Chen Jun (chenjun.sun@cjlu.edu.cn), Jin Shangzhong (jinsz@cjlu.edu.cn)

    DOI:10.3788/AOS221459

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