Optics and Precision Engineering, Volume. 33, Issue 6, 979(2025)
Autonomous decision-making for spacecraft close approaches in the Earth-Moon environment
[1] YUAN L. Spacecraft intelligent autonomous control technology toward uncertain environment[J]. Journal of Astronautics, 42, 839-849(2021).
袁利. 面向不确定环境的航天器智能自主控制技术[J]. 宇航学报, 42, 839-849(2021).
[2] 耿远卓, 袁利, 黄煌. 基于终端诱导强化学习的航天器轨道追逃博弈[J]. 自动化学报, 49, 974-9(2023).
GENG Y Z, YUAN L, HUANG H et al. Terminal-guidance Based Reinforcement-learning for Orbital Pursuit-evasion Game of the Spacecraft[J]. Acta Automatica Sinica, 49, 974-9(2023).
[3] GU X T, LIU L X, WANG L et al. Energy-optimal adaptive artificial potential field method for path planning of free-flying space robots[J]. Journal of the Franklin Institute, 361, 978-993(2024).
[4] SCHWENZER M, BERGS T et al. Review on model predictive control: an engineering perspective[J]. The International Journal of Advanced Manufacturing Technology, 117, 1327-1349(2021).
[5] 许丹丹, 张进. 基于改进人工势函数的航天器近距离安全控制方法[J]. 力学学报, 52, 1581-1589(2020).
XU D D, ZHANG J. A collision-avoidance control algorithm for spacecraft proximity operations based on improved artificial potential function[J]. Chinese Journal of Theoretical and Applied Mechanics, 52, 1581-1589(2020).
[6] LI D T.
李东庭. 非合作目标视觉位姿估计与交会对接模型预测控制[D](2021).
[7] SHEN Q, ZHAO Z Y, KANG Z Y et al. Review on model predictive control in spacecraft[J]. Journal of Nanjing University of Aeronautics & Astronautics, 55, 941-955(2023).
沈强, 赵泽阳, 康泽禹. 航天器模型预测控制方法综述[J]. 南京航空航天大学学报, 55, 941-955(2023).
[8] SHOMAN M, LANZARO G, SAYED T et al. Autonomous vehicle-pedestrian interaction modeling platform: a case study in four major cities[J]. Journal of Transportation Engineering, 150(2024).
[9] YANG J, ZHANG J F, Neural architecture search algorithm based on voting scheme[J]. Opt. Precision Eng., 30, 2119-2132(2022).
杨军, 张景发. 基于投票机制的神经架构搜索[J]. 光学 精密工程, 30, 2119-2132(2022).
[10] SHU T, PAN Z J, DING Z H et al. Resource scheduling optimization for industrial operating system using deep reinforcement learning and WOA algorithm[J]. Expert Systems with Applications, 255, 124765(2024).
[11] 杨烨峰, 邓凯, 左英琦. PILCO框架对飞行姿态模拟器系统的参数设计与优化[J]. 光学 精密工程, 27, 2365(2019).
YANG Y F, DENG K, ZUO Y Q et al. Parameter design and optimization of a flight attitude simulator system based on PILCO framework[J]. Opt. Precision Eng., 27, 2365(2019).
[12] 岳承磊, 汪雪川, 岳晓奎. 基于逆强化学习的航天器交会对接方法[J]. 航空学报, 44, 328420(2023).
YUE C L, WANG X C, YUE X K et al. A spacecraft rendezvous and docking method based on inverse reinforcement learning[J]. Acta Aeronautica et Astronautica Sinica, 44, 328420(2023).
[13] HOVELL K, ULRICH S. Deep reinforcement learning for spacecraft proximity operations guidance[J]. Journal of Spacecraft and Rockets, 58, 254-264(2021).
[14] 幸林泉, 肖应民, 杨志斌. 基于安全强化学习的航天器交会制导方法[J]. 计算机科学, 50, 271-279(2023).
XING L Q, XIAO Y M, YANG Z B et al. Spacecraft rendezvous guidance method based on safe reinforcement learning[J]. Computer Science, 50, 271-279(2023).
[15] SUMIEA E H, ABDULKADIR S J, ALHUSSIAN H S et al. Deep deterministic policy gradient algorithm: a systematic review[J]. Heliyon, 10(2024).
[16] PARK S G, KIM D H. Autonomous flying of drone based on PPO reinforcement learning algorithm[J]. Journal of Institute of Control, Robotics and Systems, 26, 955-963(2020).
[17] FEREOLI G.
[18] 刘建伟, 高峰, 罗雄麟. 基于值函数和策略梯度的深度强化学习综述[J]. 计算机学报, 42, 1406-1438(2019).
LIU J W, GAO F, LUO X L. Survey of deep reinforcement learning based on value function and policy gradient[J]. Chinese Journal of Computers, 42, 1406-1438(2019).
[19] PRATER R, HANNE T, DORNBERGER R. Generalized performance of LSTM in time-series forecasting[J]. Applied Artificial Intelligence, 38, 2377510(2024).
[20] BI\CCICI S. Different KNN parameters on road surface extraction from UAV-based point cloud under several machine learning algorithms[J]. Measurement Science and Technology, 35, 106005(2024).
Get Citation
Copy Citation Text
Cheng HUANG, Zhicong QIU, Jiazhong XU. Autonomous decision-making for spacecraft close approaches in the Earth-Moon environment[J]. Optics and Precision Engineering, 2025, 33(6): 979
Category:
Received: Aug. 14, 2024
Accepted: --
Published Online: Jun. 16, 2025
The Author Email: Cheng HUANG (huangchengsunxi@163.com)