DocumentCode :
135457
Title :
Attractor reconstruction for plethysmographic biosignals
Author :
Deloya Velez, Alberto Hugo ; Gonzalez-Hernandez, H.G. ; Reyes Guerra, Bernardo
Author_Institution :
Dept. of Basic Sci., ITESM, Monterrey, Mexico
fYear :
2014
fDate :
26-28 Feb. 2014
Firstpage :
94
Lastpage :
98
Abstract :
Analysis of biosignals is still an open problem, traditionally it has been tackled using frequency domain techniques. In this paper we propose to analyze the plethysmographic signal through its dynamical properties. Time series measured from healthy subjects were considered for proposing an analysis framework. We use delayed coordinates technique in order to reconstruct the state space dynamics of the attractor, then correlation dimension, Hurst and Lyapunov exponents were computed in order to further classify signals for different health conditions on patients.
Keywords :
Lyapunov methods; correlation methods; delays; medical signal processing; plethysmography; signal classification; signal reconstruction; state-space methods; time series; Hurst exponents; Lyapunov exponents; attractor reconstruction; correlation dimension; delayed coordinate technique; dynamical properties; frequency domain techniques; patient health conditions; plethysmographic biosignal analysis; signal classification; state space dynamics; time series; Correlation; Mutual information; Physiology; Time measurement; Time series analysis; Trajectory; Vectors; attractor reconstruction; correlation dimension; hurst exponent; lyapunov exponent; plethysmographic curve;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Communications and Computers (CONIELECOMP), 2014 International Conference on
Conference_Location :
Cholula
Print_ISBN :
978-1-4799-3468-3
Type :
conf
DOI :
10.1109/CONIELECOMP.2014.6808574
Filename :
6808574
Link To Document :
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