Study on the Satellite Telemetry Data Classification Based on Self-Learning

Study on the Satellite Telemetry Data Classification Based on Self-Learning

Since great redundancy of telemetry data of spacecraft, telemetry data compression is a good solution for the limited bandwidth and contact wireless links. It is important to obtain accurate data characteristic firstly. State-of-the-art machine learning methods work well on data mining and pattern r...

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Bibliographic Details
Main Authors: Peng Wan, Yafeng Zhan, Weiwei Jiang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Telemetry data
self-learning
time series
information entropy
classification
sliding window
Online Access:https://ieeexplore.ieee.org/document/8943135/

Internet

https://ieeexplore.ieee.org/document/8943135/

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