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
Link To Document :
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