Mining Two-Line Element Data to Detect Orbital Maneuver for Satellite

Mining Two-Line Element Data to Detect Orbital Maneuver for Satellite

Data clustering analysis is proposed to detect the orbital maneuvers of satellites at different scales. In this study, the unsupervised classification methods of K-means, hierarchical, and fuzzy C-means clustering are used to handle the two-line element (TLE) historical data. The K-means-based conto...

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Bibliographic Details
Main Authors: Xue Bai, Chuan Liao, Xiao Pan, Ming Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Clustering
data mining
orbital maneuver detection
space situational awareness TLE data
Online Access:https://ieeexplore.ieee.org/document/8830454/

Internet

https://ieeexplore.ieee.org/document/8830454/

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