Anomaly Detection in Autonomous Deep-Space Navigation via Filter Bank Gating Networks

Anomaly Detection in Autonomous Deep-Space Navigation via Filter Bank Gating Networks

This study investigates methods for autonomous navigation of a deep-space spacecraft where one-way radiometric and on-board optical information are fused to create a fully informed state estimate. The specific focus is on using filter bank methods (i.e., Multiple Model Estimation [MME] and Mixture o...

Full description

Bibliographic Details
Main Authors: Daniel P. Lubey, Todd A. Ely
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
spacecraft navigation
anomaly detection
Multiple Model Estimation
filter bank
autonomous navigation
Online Access:https://www.mdpi.com/2076-3417/12/21/11161

Internet

https://www.mdpi.com/2076-3417/12/21/11161

Similar Items