1. On the guidance, navigation and control of in-orbit space robotic missions: A survey and prospective vision.
- Author
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Moghaddam, Borna Monazzah and Chhabra, Robin
- Subjects
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SPACE robotics , *MANIPULATORS (Machinery) , *REINFORCEMENT learning , *SPACE debris , *ECOLOGICAL disturbances , *APPROPRIATE technology , *NAVIGATION (Astronautics) - Abstract
In the first part, this article presents an overview of Guidance, Navigation and Control (GNC) methodologies developed for space manipulators to perform in-orbit robotic missions, including but not limited to, on-orbit servicing, satellite/station assembly, probing extra-terrestrial objects and space debris mitigation. Some space mission concepts are briefly mentioned, for which space robotics is discussed to be among the most practical and universal solutions. Common phases of an in-orbit robotic mission are identified as: close-range rendezvous, attitude synchronization, target identification, manipulator deployment, capture, and if needed, post-capture maneuvers. Prominent GNC methodologies that are either proposed for or applicable to each phase are extensively reviewed. In the current article, the emphasis is placed on the study of GNC methodologies utilized in attitude synchronization, manipulator deployment, and capture phases, specially the ones reported for use in the two free-floating and free-flying operating regimes of space manipulators. Kinematics and dynamics of space manipulator systems are formulated to help unifying the presentation of the main ideas behind different GNC methodologies. Using a unified notation, comparison tables and discussions provided in this paper, researchers can compare various GNC approaches and contribute to the next-generation GNC systems for space robots. In addition, this survey aids technology users to learn about in-orbit robotic missions and choose appropriate GNC technologies for specific applications. In the second part of this paper, two families of emerging control schemes based upon reinforcement learning and geometric mechanics are introduced as promising research directions in the GNC of space robotic systems. The benefits of implementing these techniques to the GNC of in-orbit robotic missions are discussed. An exclusive study of environmental disturbances affecting space manipulators and their threat to long-term autonomy concludes this article. • Comprehensive review of developed GNC methods to date for in-orbit robotic missions. • A systematic comparison of reviewed GNC methods, using a unified notation. • Promoting two emerging families of approaches for designing GNC of space robots. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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