空间控制技术与应用2025，Vol.51Issue(4)：88-97,10.DOI:10.3969/j.issn.1674-1579.2025.04.008
考虑光学成像约束的单步预测脉冲逃逸规划方法
Escape Planning via Single-Step Prediction for Impulse Propulsion Game Considering Optical Imaging Constraints
摘要
Abstract
Aiming at high-orbit optical game mission,this paper proposes a single-step prediction-based evasion planning method.First,by comprehensively considering distance and solar angle constraints,and taking the effective optical imaging time as the minimum performance metric,an optimization model for the evasion trajectory of the escaping satellite is constructed.Then,a neural network-based predictive re-planning of counteractions for the imaging cluster is embedded to predict the total velocity increment consumed by the imaging cluster in the follow action.This predicted value is combined with the imaging time via weighted summation and incorporated into the performance metric.Thus,a dual-layer planning architecture is established,enabling the escaping satellite to complete its evasion while maximizing the expected maneuver cost of the imaging cluster.Simulation results demonstrate that the proposed strategy can not only achieve effective evasion of imaging but also significantly increase the total fuel consumption required for the imaging cluster to complete its mission.关键词
集群博弈/光学成像/逃逸策略规划/脉冲机动/神经网络Key words
cluster game/optical imaging/escape strategy planning/impulse maneuver/neural network分类
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杨彬,王炳纯,徐源景,李爽,张海博,郝仁剑,吴健发,胡海东..考虑光学成像约束的单步预测脉冲逃逸规划方法[J].空间控制技术与应用,2025,51(4):88-97,10.基金项目
空间智能控制技术全国重点实验室开放基金(HTKJ2025KL502010、HTKJ2024KL502001和HTKJ2024KL502031)、国防基础科研计划资助(JCKY2023605C006)、江苏省基础研究计划资助(BK20241371)、南京航空航天大学空间光电探测与感知工业和信息化部重点实验室开放课题资助(NJ2024027-02)和中央高校基本科研业务费资助(NJ2024027) National Key Laboratory of Space Intelligent Control(HTKJ2025KL502010,HTKJ2024KL502001,and HTKJ2024KL502031),Defense Industrial Technology Development Program(JCKY2023605C006),Basic Research Program of Jiangsu(BK20241371),Open Project Funds for the Key Laboratory of Space Photoelectric Detection and Perception(Nanjing University of Aeronautics and Astronautics),Ministry of Industry and Information Technology(NJ2024027-02),and Fundamental Research Funds for the Central Universities(NJ2024027) （HTKJ2025KL502010、HTKJ2024KL502001和HTKJ2024KL502031）
