应急观测星座优化设计:ATK二次开发技术的应用
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1.国防科技大学;2.国防科技大学空天科学学院

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V474.2

基金项目:

国家自然科学基金资助项目(12402421);湖南省自然科学基金资助项目(2025JJ60056)


Optimization Design of Emergency Observation Constellation: Application of ATK Secondary Development Technology
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    摘要:

    受卫星数量、规模及机动能力等限制,现有对地观测星座难以快速响应随机性较强的应急需求。为满足应急对地观测星座快速设计需求,提出一种应急对地观测星座设计方法。该方法基于航天任务工具箱ATK二次开发与覆盖分析功能,首先采用一维数据层次聚类方法分组地面目标,再针对目标分组应用差分进化算法优化限制性Walker子星座构型,最终生成限制性混合Walker对地观测星座。仿真结果证明相比于常规Walker星座以及暴力优化结果,该方法能迅速生成应急星座,在保证有效完成对地观测任务前提下减小卫星使用量。

    Abstract:

    Due to the limitations of the number of satellites, scale and manoeuvrability, it is difficult for the existing earth observation constellations to respond quickly to emergency needs of a high degree of randomness. In order to meet the demand for rapid design of emergency earth observation constellations, an emergency earth observation constellation design method is proposed. Based on the secondary development and coverage analysis function of the space mission toolkit ATK, the method firstly adopts a one-dimensional data hierarchical clustering method to group ground targets, and then applies the differential evolution algorithm to optimize the restricted walker subconstellation configuration for the target groups, and finally generates the restricted hybrid walker earth observation constellation. Simulation results demonstrate that the method can rapidly generate emergency constellations compared with conventional walker constellations and violent optimisation results, and minimize satellite deployment quantity while ensuring the effective completion of the earth observation mission.

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  • 收稿日期:2025-01-17
  • 最后修改日期:2025-05-04
  • 录用日期:2025-05-07
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