<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>With the rapid development of space technology, the increasing number of spacecraft, in-orbit risk also increases, how to ensure that the spacecraft safety and reliability is particularly important. Prediction technology can predict the failure of the spacecraft in advance, and it has won valuable time for the fault of the spacecraft troubleshooting, thereby increasing the safety and reliability of spacecraft operation. In this paper, based on the non-stationary and periodicity of telemetry data. Based on the wavelet analysis, the prediction of the data is introduced, the establishment of a short-term forecasting model based on Mallat algorithm. The experimental results show that the prediction curve is basically consistent with the actual curve.</p>
</abstract>

With the rapid development of space technology, the increasing number of spacecraft, in-orbit risk also increases, how to ensure that the spacecraft safety and reliability is particularly important. Prediction technology can predict the failure of the spacecraft in advance, and it has won valuable time for the fault of the spacecraft troubleshooting, thereby increasing the safety and reliability of spacecraft operation. In this paper, based on the non-stationary and periodicity of telemetry data. Based on the wavelet analysis, the prediction of the data is introduced, the establishment of a short-term forecasting model based on Mallat algorithm. The experimental results show that the prediction curve is basically consistent with the actual curve.

Application of Wavelet Analysis in The Prediction of Telemetry Data

International Journal of Advanced Network, Monitoring and Controls

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Application of Wavelet Analysis in The Prediction of Telemetry Data"}

With the rapid development of space technology, the increasing number of spacecraft, in-orbit risk also increases, how to ensure that the spacecraft safety and...

Application of Wavelet Analysis in The Prediction of Telemetry Data

Data publikacji: 08 paź 2019

Zakres stron: 28 - 34

DOI: https://doi.org/10.21307/ijanmc-2019-044

Słowa kluczowe
Wavelet Analysis, Fourier Transform, Periodic Autoregression, Models, Mallat

© 2019 Xu Jiangtao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Application of Wavelet Analysis in The Prediction of Telemetry Data

Data publikacji: 08 paź 2019

Zakres stron: 28 - 34

DOI: https://doi.org/10.21307/ijanmc-2019-044

Słowa kluczoweWavelet Analysis, Fourier Transform, Periodic Autoregression, Models, Mallat

© 2019 Xu Jiangtao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Słowa kluczowe
Wavelet Analysis, Fourier Transform, Periodic Autoregression, Models, Mallat