Acta Photonica Sinica, Volume. 52, Issue 11, 1111004(2023)

Wavefront Correction System Based on RUN Optimization Algorithm

Huizhen YANG1,2, Xiangdong ZANG1, Zhiguang ZHANG1, and Jinlong LIU1、*
Author Affiliations
  • 1School of Electronic Engineering,Jiangsu Ocean University,Lianyungang 222005,China
  • 2Engineering School of Network & Telecommunications,Jinling Institute of Technology,Nanjing 211169,China
  • show less
    References(26)

    [1] JIANG Wenhan. Review on the development of adaptive optics[J]. Opto-electronic Engineering, 45, 170489(2018).

    [2] CAO Yang, ZHANG Zupeng, PENG Xiaofeng. Wavefront distortion restoration method based on residual attention network[J]. Acta Photonica Sinica, 51, 1206002(2022).

    [3] LI Xin, WU Yang, FANG Zhou et al. Adaptive optical image post-processing based on multi-channel blind recognition[J]. Acta Photonica Sinica, 49, 0201003(2020).

    [4] YANG X, PU Y, PSALTIS D. Imaging blood cells through scattering biological tissue using speckle scanning microscopy[J]. Optics Express, 22, 3405-3413(2014).

    [5] FAN Wenqiang, WANG Zhichen, CHEN Baogang et al. Application of adaptive optical coherence tomography in high-resolution retinal imaging[J]. Infrared and Laser Engineering, 49, 20200333(2020).

    [6] LU Jing, LI Hao, HE Yi et al. Hyper resolution human retina confocal scanning imaging system[J]. Acta Physica Sinica, 60, 272-281(2011).

    [7] VELLEKOOP I M. Feedback-based wavefront shaping[J]. Optics Express, 23, 12189-206(2015).

    [8] HU Lifa, LIU Chao, SHEN Wen et al. Research progress of adaptive optics in astronomical observation[J]. Science China: Physics, Mechanics and Astronomy, 47, 7-16(2017).

    [9] YANG W, SPRINGER M, STROHABER J et al. Spectral phase retrieval from interferometric autocorrelation by a combination of graduated optimization and genetic algorithms[J]. Optics Express, 18, 15028-15038(2010).

    [10] HAN L, DAI Y, QIU Y. Compensation for aberrant wavefront in UOWC based on adaptive optics technique employing genetic algorithm[J]. Optik, 281, 170832(2023).

    [11] YANG H, LI Y. Particle swarm optimization for control of adaptive optics system[J]. AISS: Advances in Information Sciences and Service Sciences, 4, 390-396(2012).

    [12] TEHRANI K F, ZHANG Y, SHEN P et al. Adaptive optics stochastic optical reconstruction microscopy (AO-STORM) by particle swarm optimization[J]. Biomedical Optics Express, 8, 5087-5097(2017).

    [13] HUA Y, SUI X, ZHOU S et al. A novel method of global optimisation for wavefront shaping based on the differential evolution algorithm[J]. Optics Communications, 481, 126541(2021).

    [14] YANG Huizhen, LI Xinyang, JIANG Wenhan. Simulation and analysis of stochastic parallel gradient descent control algorithm for adaptive optical systems[J]. Acta Optica Sinica, 27, 1355-1360(2007).

    [15] XU L, WANG J, YANG L et al. Design and performance analysis of NadamSPGD algorithm for sensor-less adaptive optics in coherent FSOC systems[J]. Photonics, 9, 77(2022).

    [16] ZHANG H, XU L, GUO Y et al. Application of AdamSPGD algorithm to sensor-less adaptive optics in coherent free-space optical communication system[J]. Optics Express, 30, 7477-7490(2022).

    [17] ZHANG Z, LUO Y, YANG H et al. CoolMomentum-SPGD algorithm for wavefront sensor-less adaptive optics systems[J]. Photonics, 10, 102(2023).

    [18] HUANG L, RAO C. Wavefront sensorless adaptive optics: a general model-based approach[J]. Optics Express, 19, 371-379(2011).

    [19] HUANG L, YANG P, WANG S et al. A high speed model-based approach for wavefront sensorless adaptive optics systems[J]. Optics & Laser Technology, 99, 124-132(2018).

    [20] REN H, DONG B. Improved model-based wavefront sensorless adaptive optics for extended objects using N+2 images[J]. Optics Express, 28, 14414-14427(2020).

    [21] LIU M, DONG B. Efficient wavefront sensorless adaptive optics based on large dynamic crosstalk-free holographic modal wavefront sensing[J]. Optics Express, 30, 9088-9102(2022).

    [22] AHMADIANFAR I, HEIDARI A, GANDOMI A et al. RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method[J]. Expert Systems With Applications, 181, 115079(2021).

    [23] SHARP P W, FINE J M, BURRAGE K. Two-stage and three-stage diagonally implicit Runge-Kutta Nyström methods of orders three and four[J]. IMA Journal of Numerical Analysis, 10, 489-504(1990).

    [24] GAFAR M, GINIDI A, El-SEHIEMY R et al. Improved SNS algorithm with high exploitative strategy for dynamic combined heat and power dispatch in co-generation systems[J]. Energy Reports, 8, 8857-8873(2022).

    [25] CHEN H, AHMADIANFAR I, LIANG G et al. A successful candidate strategy with Runge-Kutta optimization for multi-hydropower reservoir optimization[J]. Expert Systems with Applications, 209, 118383(2022).

    [26] RODDIER A N. Atmospheric wavefront simulation using Zernike polynomials[J]. Optical Engineering, 29, 1174-1180(1990).

    Tools

    Get Citation

    Copy Citation Text

    Huizhen YANG, Xiangdong ZANG, Zhiguang ZHANG, Jinlong LIU. Wavefront Correction System Based on RUN Optimization Algorithm[J]. Acta Photonica Sinica, 2023, 52(11): 1111004

    Download Citation

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

    Category:

    Received: May. 25, 2023

    Accepted: Jul. 17, 2023

    Published Online: Dec. 22, 2023

    The Author Email: Jinlong LIU (liujinlong@jou.edu.cn)

    DOI:10.3788/gzxb20235211.1111004

    Topics