Acta Photonica Sinica, Volume. 54, Issue 3, 0306001(2025)

An Improved Dung Beetle Optimization Algorithm and Its Application in Wavefront Correction for Sensor-less Adaptive Optics System

Shijie GAO1,2, Zhen WANG1,2, Xingxin FU1,2, Wei LIU3, Yongming MAO3, and Jingtai CAO1,2、*
Author Affiliations
  • 1Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
  • 3College of Communication Engineering,Jilin University,Changchun 130012,China
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    Figures & Tables(9)
    Principle schematic of CFSOC system
    The flow chart of IDBO algorithm
    Initial Zernike coefficients of the wavefront aberration
    RMS curves of four control algorithms when stochastic correction is performed on the same aberration for 20 times
    Changes of RMS with the number of iterations for different turbulence
    The variation of ME and BER with the number of iterations under different turbulence conditions
    Comparison of ME before and after far-field spot correction
    Phase distributions before and after correction under different turbulence conditions
    • Table 1. The real-time performance comparison of the four algorithms

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      Table 1. The real-time performance comparison of the four algorithms

      AlgorithmRMS=0.825 4RMS=1.772 1
      IterationsTime consumption(scaled)IterationsTime consumption(scaled)
      IDBO271521
      DBO36515.04458.4
      SPGD8004.58002.1
      SA-SPGD5852.37251.8
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    Shijie GAO, Zhen WANG, Xingxin FU, Wei LIU, Yongming MAO, Jingtai CAO. An Improved Dung Beetle Optimization Algorithm and Its Application in Wavefront Correction for Sensor-less Adaptive Optics System[J]. Acta Photonica Sinica, 2025, 54(3): 0306001

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Aug. 27, 2024

    Accepted: Oct. 16, 2024

    Published Online: Apr. 22, 2025

    The Author Email: Jingtai CAO (jingtai1985@163.com)

    DOI:10.3788/gzxb20255403.0306001

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