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Adaptive Gaussian Mixture Model for Uncertainty Propagation Using Virtual Sample Generation

Orbit uncertainty propagation plays an important role in the analysis of a space mission. The accuracy and computation expense are two critical essences of uncertainty propagation. Repeated evaluations of the objective model are required to improve the preciseness of prediction, especially for long-...

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Principais autores: Tianlai Xu, Zhe Zhang, Hongwei Han
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-02-01
Serier:Applied Sciences
Fag:
uncertainty propagation
Gaussian mixture model
adaptive splitting strategy
active sampling
virtual sample generation
Online adgang:https://www.mdpi.com/2076-3417/13/5/3069
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