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Stochastic learning and extremal-field map based autonomous guidance of low-thrust spacecraft

A supervised stochastic learning method called the Gaussian Process Regression (GPR) is used to design an autonomous guidance law for low-thrust spacecraft. The problems considered are both of the time- and fuel-optimal regimes and a methodology based on “perturbed back-propagation” approach is pres...

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Detalles Bibliográficos
Autores principales: Singh, Sandeep K., Junkins, John L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588070/
https://www.ncbi.nlm.nih.gov/pubmed/36273095
http://dx.doi.org/10.1038/s41598-022-22730-y