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arXiv 2210.14980astro-ph.EPastro-ph.IMcs.AIcs.LGcs.ROcs.SYeess.SY
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星际天体的可达性与任务设计

Interstellar Object Accessibility and Mission Design

Jet Propulsion Laboratory, California Institute of Technology(加州理工学院喷气推进实验室);California Institute of Technology(加州理工学院);Division of Engineering and Applied Science, California Institute of Technology(加州理工学院工程与应用科学学院);Institute for Astronomy, University of Hawaii at Manoa(夏威夷大学马诺阿分校天文研究所);University of Hawaii at Manoa(夏威夷大学马诺阿分校)

Benjamin P. S. Donitz, Declan Mages, Hiroyasu Tsukamoto, Peter Dixon, Damon Landau, Soon-Jo Chung, Erica Bufanda, Michel Ingham, Julie Castillo-Rogez

AI总结:

本研究调研了星际天体飞掠任务设计方法,提出深度学习制导算法应对60 km/s以上高速目标,模拟生成轨迹并分析可达性,为未来原位探索提供导航与任务设计建议。

摘要:

星际天体(ISOs)是一类引人注目且尚未充分探索的天体,为理解太阳系的形成以及探测系外行星系统中形成物质的成分和性质提供了物理实验室。在本研究中,我们调研了设计成功的星际天体飞掠任务的现有方法,包括一种针对速度超过60 km/s的星际天体的深度学习驱动制导与控制算法。我们生成了一系列合成代表性星际天体的航天器轨迹,模拟了地面观测活动以观测目标并解析其状态,从而确定相遇所需的巡航和近距离接近的delta-Vs。我们讨论了具有不同特征的星际天体的可达性及任务设计,重点关注:1)整个巡航过程中的状态协方差估计;2)从传统导航方法向适用于快速飞掠场景的新型自主导航的交接;3)关于为这些目标的未来原位探索做准备的总体建议。所获得的经验也适用于其他小天体的快速飞掠,例如长周期彗星和潜在危险小行星,这些天体同样需要具有类似特征的战术响应。

英文摘要:

Interstellar objects (ISOs) represent a compelling and under-explored category of celestial bodies, providing physical laboratories to understand the formation of our solar system and probe the composition and properties of material formed in exoplanetary systems. In this work, we investigate existing approaches to designing successful flyby missions to ISOs, including a deep learning-driven guidance and control algorithm for ISOs traveling at velocities over 60 km/s. We have generated spacecraft trajectories to a series of synthetic representative ISOs, simulating a ground campaign to observe the target and resolve its state, thereby determining the cruise and close approach delta-Vs required for the encounter. We discuss the accessibility of and mission design to ISOs with varying characteristics, with special focuses on 1) state covariance estimation throughout the cruise, 2) handoffs from traditional navigation approaches to novel autonomous navigation for fast flyby regimes, and 3) overall recommendations about preparing for the future in situ exploration of these targets. The lessons learned also apply to the fast flyby of other small bodies, e.g., long-period comets and potentially hazardous asteroids, which also require tactical responses with similar characteristics.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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