Learning-based framework for multistage space debris collision warning and avoidance

Liwen Yang; Jikai Wang; Ming Xu; Xue Bai; Liwen Yang; Jikai Wang; Jun Jiang; Xue Bai; Ming Xu

doi:10.1016/j.ast.2026.112305

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Research on space debris collision warning and autonomous avoidance

Filter: Multi-Stage Space Debris Collision ✕

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2 publications

📅 Publication Timeline

📆 2025 — 2026

Learning-based framework for multistage space debris collision warning and avoidance

Liwen Yang, Jikai Wang, Ming Xu, Xue Bai

Aerospace Science and Technology 2026 DOI: 10.1016/j.ast.2026.112305 被引 1 次1 citations PDF

Multi-Stage Space Debris Collision Space Collision Warning and Avoidance

Proposes a learning-based framework for multi-stage space debris collision warning and avoidance, integrating orbit prediction, collision risk assessment, and optimal avoidance strategies.

提出一种基于学习的多阶段空间碎片碰撞预警与规避框架，整合了轨道预测、碰撞风险评估和最优规避策略。

@article{yang2026learning,
  title={Learning-based framework for multistage space debris collision warning and avoidance},
  author = {Yang, Liwen and Wang, Jikai and Xu, Ming and Bai, Xue},
  journal={Aerospace Science and Technology},
  pages={112305},
  year={2026},
  publisher={Elsevier}
}

摘要Abstract

Proposes a learning-based framework for multi-stage space debris collision warning and avoidance, integrating orbit prediction, collision risk assessment, and optimal avoidance strategies.

提出一种基于学习的多阶段空间碎片碰撞预警与规避框架，整合了轨道预测、碰撞风险评估和最优规避策略。

BibTeX

@article{yang2026learning,
  title={Learning-based framework for multistage space debris collision warning and avoidance},
  author = {Yang, Liwen and Wang, Jikai and Xu, Ming and Bai, Xue},
  journal={Aerospace Science and Technology},
  pages={112305},
  year={2026},
  publisher={Elsevier}
}

Low-orbit Space Debris Warning and Autonomous Collision Avoidance for Space Environment Governance

Liwen Yang, Jikai Wang, Jun Jiang, Xue Bai, Ming Xu

Journal of Physics: Conference Series (EESE 2024) 2025 Presented at EESE 2024, published 2025 DOI: 10.1088/1742-6596/3015/1/012005 被引 2 次2 citations PDF

Multi-Stage Space Debris Collision Space Collision Warning and Avoidance Space Debris Environment Governance

阅读博客解读Read the blog review

Addressing the need for LEO space debris environment governance, this work proposes debris warning and autonomous collision avoidance methods, providing technical support for sustainable space environment utilization.

针对低轨空间碎片环境治理需求，提出碎片预警与自主碰撞规避方法，为空间环境可持续利用提供技术支撑。

@inproceedings{yang2025low,
  title={Low-orbit Space Debris Warning and Autonomous Collision Avoidance for Space Environment Governance},
  author = {Yang, Liwen and Wang, Jikai and Jiang, Jun and Bai, Xue and Xu, Ming},
  booktitle={Journal of Physics: Conference Series},
  volume={3015},
  number={1},
  pages={012005},
  year={2025},
  organization={IOP Publishing}
}

摘要Abstract

针对低轨空间碎片环境治理需求，提出碎片预警与自主碰撞规避方法，为空间环境可持续利用提供技术支撑。

BibTeX

@inproceedings{yang2025low,
  title={Low-orbit Space Debris Warning and Autonomous Collision Avoidance for Space Environment Governance},
  author = {Yang, Liwen and Wang, Jikai and Jiang, Jun and Bai, Xue and Xu, Ming},
  booktitle={Journal of Physics: Conference Series},
  volume={3015},
  number={1},
  pages={012005},
  year={2025},
  organization={IOP Publishing}
}