Learning-Based Methods for Spacecraft Dynamics Modeling, Filtering, and Predictive Control

Spacecraft motion under model uncertainty arises in many on-orbit assembly, servicing, and assistance scenarios, including tasks requiring manipulation of unknown grappled objects. Traditionally, adaptive model-based control approaches have relied on an analytical dynamics model with a set of parame...

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Bibliographic Details
Main Author: Parker, William E.
Other Authors: Linares, Richard
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144750
https://orcid.org/ 0000-0002-6090-6934