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
Link To Document :
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