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Application of à Trous wavelet to satellite telemetry data recursive prediction

  • Zhen Ming Sun
  • , Xing Wei Jiang*
  • , Xiao Feng Wang
  • , Min Qiang Xu
  • *Corresponding author for this work
  • Harbin Institute of Technology
  • Nanjing University of Science and Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposed a method of the recursive wavelet prediction based on à Trous algorithm. This method used an undecimated discrete wavelet transform algorithm, decomposed time series point-by-point into wavelet coefficients possessing the same length with the original series and adjusted predictive parameters on line to make up for the defects of Mallat algorithm. Finally, the data for predicting satellite power bus voltage shows that this method meets the expectations of satellite telemetry data prediction.

Original languageEnglish
Pages (from-to)606-611
Number of pages6
JournalNanjing Li Gong Daxue Xuebao/Journal of Nanjing University of Science and Technology
Volume28
Issue number6
StatePublished - Dec 2004

Keywords

  • Prediction
  • Recursive
  • Satellite telemetry data
  • Time series
  • à Trous wavelet

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