Opto-Electronic Engineering, Volume. 51, Issue 2, 230210(2024)

Reinforcement learning-based stray light suppression study for space-based gravitational wave detection telescope system

Ziyang Zhang1, Jun Chang1、*, Yifan Huang1、**, Qinfang Chen2, and Yunan Wu1
Author Affiliations
  • 1School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China
  • 2Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an, Shaanxi 710119, China
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    References(14)

    [1] Wang Z, Ma J, Li J Q. Space-based gravitational wave detection mission: design highlights of LISA system[J]. Chin Opt, 8, 980-987.(2015).

    [2] Wang Z, Sha W, Chen Z et al. Preliminary design and analysis of telescope for space gravitational wave detection[J]. Chin Opt, 11, 131-151.(2018).

    [3] Wang D F, Yao X, Jiao Z K et al. Time-delay interferometry for space-based gravitational wave detection[J]. Chin Opt, 14, 275-288.(2021).

    [5] Wang X Y, Bai S J, Zhang Q et al. Research progress of telescopes for space-based gravitational wave missions[J]. Opto-Electron Eng, 50, 230219.(2023).

    [7] Zhang Y H, Zhong Z Q, Zhang B. Analysis of surface scattering characteristics of ultra-smooth optical components in gravitational wave detection system[J]. Opto-Electron Eng, 50, 230222.(2023).

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    Ziyang Zhang, Jun Chang, Yifan Huang, Qinfang Chen, Yunan Wu. Reinforcement learning-based stray light suppression study for space-based gravitational wave detection telescope system[J]. Opto-Electronic Engineering, 2024, 51(2): 230210

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    Paper Information

    Category: Article

    Received: Aug. 30, 2023

    Accepted: Dec. 11, 2023

    Published Online: Apr. 26, 2024

    The Author Email: Jun Chang (常军), Yifan Huang (黄一帆)

    DOI:10.12086/oee.2024.230210

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