仅使用角度测量的地月区域初始轨道确定的微分修正算法

IF 8.1 1区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS
Seur Gi Jo, Brian Baker-McEvilly, David Canales
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引用次数: 0

摘要

随着地月区域空间交通的不断增加,准确确定在该区域内运行的物体的轨迹变得至关重要。然而,由于地球和月球的联合引力影响,该区域的轨道动力学是高度非线性的,经常表现出混沌行为,给轨道确定带来了重大挑战。许多现有的方法试图使用机器学习模型、先进的优化技术或直接测量目标距离的传感器来解决这种复杂性,这些方法通常会增加计算负担和系统复杂性。这项工作提出了一种新的初始轨道确定(IOD)算法,该算法仅基于在三个离散时间进行的三个角度测量。核心方法建立在微分修正框架上,该框架迭代地细化目标的轨迹以满足视距约束。数值模拟结果表明,该算法可以在最小的观测数据下实现精确的IOD。由于其轻量级校正方案和有限的数据需求,它的简单性和效率使其非常适合在资源有限的地月任务中机载实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Differential corrections algorithm for initial orbit determination in the cislunar region using angle-only measurements

As space traffic continues to increase in the cislunar region, accurately determining the trajectories of objects operating within this domain becomes critical. However, due to the combined gravitational influences of the Earth and Moon, orbital dynamics in this region are highly nonlinear and often exhibit chaotic behavior, posing significant challenges for trajectory determination. Many existing methods attempt to address this complexity using machine learning models, advanced optimization techniques, or sensors that directly measure distance to the target, approaches that often increase computational burden and system complexity. This work presents a novel initial orbit determination (IOD) algorithm for cislunar objects based solely on three angle-only measurements taken at three discrete times. The core methodology builds upon a differential corrections framework which iteratively refines the target’s trajectory to satisfy line-of-sight constraints. Numerical simulations show that the algorithm achieves accurate IOD with minimal observational data. Its simplicity and efficiency make it well suited for onboard implementation in resource-constrained cislunar missions, owing to its lightweight correction scheme and limited data requirements.

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来源期刊
Astrodynamics
Astrodynamics Engineering-Aerospace Engineering
CiteScore
6.90
自引率
34.40%
发文量
32
期刊介绍: Astrodynamics is a peer-reviewed international journal that is co-published by Tsinghua University Press and Springer. The high-quality peer-reviewed articles of original research, comprehensive review, mission accomplishments, and technical comments in all fields of astrodynamics will be given priorities for publication. In addition, related research in astronomy and astrophysics that takes advantages of the analytical and computational methods of astrodynamics is also welcome. Astrodynamics would like to invite all of the astrodynamics specialists to submit their research articles to this new journal. Currently, the scope of the journal includes, but is not limited to:Fundamental orbital dynamicsSpacecraft trajectory optimization and space mission designOrbit determination and prediction, autonomous orbital navigationSpacecraft attitude determination, control, and dynamicsGuidance and control of spacecraft and space robotsSpacecraft constellation design and formation flyingModelling, analysis, and optimization of innovative space systemsNovel concepts for space engineering and interdisciplinary applicationsThe effort of the Editorial Board will be ensuring the journal to publish novel researches that advance the field, and will provide authors with a productive, fair, and timely review experience. It is our sincere hope that all researchers in the field of astrodynamics will eagerly access this journal, Astrodynamics, as either authors or readers, making it an illustrious journal that will shape our future space explorations and discoveries.
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