DocumentCode
614180
Title
Dynalets: A New Representation of Periodic Biological Signals and Spectral Data
Author
Demongeot, Jacques ; Hamie, A. ; Glaria, A. ; Taramasco, C.
Author_Institution
Fac. of Med., Univ. J. Fourier Grenoble, La Tronche, France
fYear
2013
fDate
25-28 March 2013
Firstpage
1525
Lastpage
1532
Abstract
The biological information coming from electro-physiologic signal sensors like ECG or molecular signal devices like mass spectrometry has to be compressed for an efficient medical use by clinicians or to retain only the pertinent explanatory information about the mechanisms at the origin of the recorded signal for the researchers in life sciences. When the signal is periodic in time and/or space, classical compression processes like Fourier and wavelets transforms give good results concerning the compression rate, but bring in general no supplementary information about the interactions between elements of the living system producing the studied signal. Here, we define a new transform called dynalet based on Liénard differential equations susceptible to model the mechanism that is the source of the signal and we propose to apply this new technique to real signals like ECG, pulse activity and protein spectra in mass spectrometry.
Keywords
Fourier transforms; biosensors; differential equations; electrocardiography; mass spectroscopy; medical signal processing; proteins; signal representation; wavelet transforms; ECG; Fourier transforms; Liénard differential equation; compression process; compression rate; dynalets; electro-physiologic signal sensor; life science; mass spectrometry; molecular signal device; periodic biological signal representation; protein spectra; pulse activity; spectral data; wavelets transforms; Approximation methods; Electrocardiography; Harmonic analysis; Limit-cycles; Oscillators; Wavelet transforms; Dynalets; ECG; Fourier transform; Pulse signal; Signal Processing; Wavelets; protein mass spectrum;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications Workshops (WAINA), 2013 27th International Conference on
Conference_Location
Barcelona
Print_ISBN
978-1-4673-6239-9
Electronic_ISBN
978-0-7695-4952-1
Type
conf
DOI
10.1109/WAINA.2013.174
Filename
6550612
Link To Document