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APPLYING WAVELET METHOD FOR DENOISING IN TIME SERIES

Dzung Anh To 1, *
Ha Van Hoang 1
  1. University of Science, VNU-HCM
Correspondence to: Dzung Anh To, University of Science, VNU-HCM. Email: pvphuc@hcmuns.edu.vn.
Volume & Issue: Vol. 13 No. 1 (2010) | Page No.: 94-101 | DOI: 10.32508/stdj.v13i1.2075
Published: 2010-03-30

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Copyright The Author(s) 2023. This article is published with open access by Vietnam National University, Ho Chi Minh city, Vietnam. This article is distributed under the terms of the Creative Commons Attribution License (CC-BY 4.0) which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. 

Abstract

This paper presents an application of the Wavelet Method to denoise in time series gives a compare with a traditional Fourier method, using the discrete transform. The key point of this method is choosing a wavelet function to estimate the variance of noise and determining the threshold. Moreover, we study some measures of the error and effectiveness among noise-suppression methods.

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