Infrared and Laser Engineering, Volume. 53, Issue 3, 20230729(2024)

Atmospheric optical turbulence prediction method for satellite-ground laser communication (invited)

Yingchi Guo1,2,3, Lang Li1,2,3, Chen Li1,2,3, Chunqing Gao1,2,3, and Shiyao Fu1,2,3
Author Affiliations
  • 1School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China
  • 2Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education, Beijing 100081, China
  • 3Key Laboratory of Information Photonics Technology, Ministry of Industry and Information Technology, Beijing 100081, China
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    Figures & Tables(7)
    The meso-scale numerical prediction of atmosphere turbulence. (a) Results comparison between the model of Cerro Paranal station site and the measured \begin{document}$ {C}_{n}^{2} $\end{document} profiles[33]; (b) WRF modeling system flow chart[25]; (c) Comparison of WRF and measured data at Gaomeigu
    Prediction results of global spatial distribution of atmospheric coherence length (Fried parameter) [50]
    Results of the MetNet model for forecasting precipitation over the United States[85]
    Atmospheric optical turbulence prediction through deep learning. (a) BP neural network[87]; (b) AGA-BP neural network[89]; (c) Results of measured data, Polar WRF prediction, AGA-BP neural network prediction[89]
    TsVMD-AR model structure diagram[98]
    Turbulence forecasting results of the TsVMD-AR model and the other schemes[98]. (a) Observed atmospheric turbulence results (blue), and forecasting results through TsVMD-AR (red), SARIMA (green) and WRF (grey); (b)-(d) 2D histograms of observed atmospheric turbulence result verse forecasting results of TsVMD-AR(b), SARIMA(c) and WRF(d)
    Comparation of evaluation criteria of TsVMD-AR, SARIMA and WRF models[98]
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    Yingchi Guo, Lang Li, Chen Li, Chunqing Gao, Shiyao Fu. Atmospheric optical turbulence prediction method for satellite-ground laser communication (invited)[J]. Infrared and Laser Engineering, 2024, 53(3): 20230729

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    Paper Information

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    Received: Dec. 29, 2023

    Accepted: --

    Published Online: Jun. 21, 2024

    The Author Email:

    DOI:10.3788/IRLA20230729

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