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Title: Time series denoising with wavelet transform, Journal of Telecommunications and Information Technology, 2005, nr 3

Creator:

Kozłowski, Bartosz

Date:

2005, nr 3

Resource Type:

artykuł

Description:

This paper concerns the possibilities of applying wavelet analysis to discovering and reducing distortions occurring in time series.Wavelet analysis basics are briefly reviewed. WaveShrink method including three most common shrinking variants (hard, soft, and non-negative garrote shrinkage functions) is described. Another wavelet-based filtering method, with parameters depending on the length of wavelets, is introduced. Sample results of filtering follow the descriptions of both methods. Additionally the results of the use of both filtering methods are compared. Examples in this paper deal only with the simplest “mother” wavelet function – Haar basic wavelet function.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:417

DOI:

10.26636/jtit.2005.3.320

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

wavelet transform filtration Haar basic wavelet function WaveShrink noise reduction

Object collections:

Last modified:

Jun 12, 2024

In our library since:

Mar 2, 2010

Number of object content hits:

673

All available object's versions:

https://bc.itl.waw.pl/publication/471

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Edition name Date
Kozłowski, Bartosz, Time series denoising with wavelet transform, Journal of Telecommunications and Information Technology, 2005, nr 3 Jun 12, 2024

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Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Phone

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

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