DocumentCode
2186372
Title
Medical Signal Decomposition Analysis by Means of Continuous Wavelet Transform
Author
Wu, Wei ; Huang, Min
Author_Institution
Dept. of Biomed. Eng., WenZhou Med. Coll., Wenzhou, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
3
Abstract
This paper proposes a novel approach for medical signal decomposition analysis by using continue wavelet transform (CWT) instead of discrete wavelet transform (DWT) through specialized software. A respiration signal from MITBIH Minic database is analyzed by this approach and by DWT, indicating that decomposing signal by CWT not only gives all the information that DWT gives, but also demonstrates the signal wavelet coefficients evolution in spectra, and decomposes signal into wavelet space by scaling spectrum instead of decomposes signal according to mathematical algorithm.
Keywords
discrete wavelet transforms; matrix decomposition; medical signal processing; pneumodynamics; MITBIH Minic database; continuous wavelet transform; discrete wavelet transform; medical signal decomposition analysis; respiration signal; scaling spectrum; Algorithm design and analysis; Continuous wavelet transforms; Data analysis; Databases; Discrete wavelet transforms; Information analysis; Signal analysis; Signal resolution; Wavelet analysis; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics, 2009. BMEI '09. 2nd International Conference on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4132-7
Electronic_ISBN
978-1-4244-4134-1
Type
conf
DOI
10.1109/BMEI.2009.5305229
Filename
5305229
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