DocumentCode
2700541
Title
Characterization of the chronobiological signals based on the continuous wavelet transform
Author
Wu, B.M. ; Chan, F.H.Y. ; Lam, F.K. ; Poon, A.M.S. ; Poon, Paul W F ; Chow, Donna C S
Author_Institution
Dept. of Electr. & Electron. Eng., Hong Kong Univ., Hong Kong
Volume
4
fYear
1997
fDate
30 Oct-2 Nov 1997
Firstpage
1620
Abstract
Chronobiology, which studies periodic patterns or rhythms in living beings, often needs to characterize the observed chronobiological time series (CTS) and to study the stability and adaptability of the periodic patterns in different environmental conditions. Fourier transform (FT) based methods and the complex demodulation (CD) approach have been widely used in such studies. However, the former lacks temporal resolution and the later needs to extract the temporal behaviors of individual frequencies. In this paper, we propose a new approach to characterize the CTS based on the continuous wavelet transform (CWT). It allows us to investigate the time-frequency dynamics of different rhythmic-band activities in the CTS simultaneously. Two application results are presented to illustrate the proposed method
Keywords
Fourier transforms; behavioural sciences; biocontrol; biology computing; living systems; medical signal processing; physiology; time series; time-frequency analysis; wavelet transforms; Fourier transform; chronobiological signals; chronobiological time series; complex demodulation; continuous wavelet transform; environmental conditions; locomotion activity; periodic pattern adaptability; periodic pattern stability; rhythmic-band activities; temporal behavior extraction; temporal resolution; time-frequency dynamics; Chronobiology; Continuous wavelet transforms; Demodulation; Fourier transforms; Mice; Physiology; Rhythm; Signal analysis; Time frequency analysis; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1094-687X
Print_ISBN
0-7803-4262-3
Type
conf
DOI
10.1109/IEMBS.1997.757026
Filename
757026
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