Title :
Towards a portable device for real-time nonlinear characterization of heart dynamics
Author :
Arena, P. ; Bonasera, A. ; Brigante, C. ; Bucolo, M. ; Di Grazia, F. ; Lombardo, D. ; Sapuppo, F. ; Virzi, M.C.
Author_Institution :
Dept. of Electr., Univ. of Catania, Catania
Abstract :
In this paper a first prototype towards a real-time portable device for ECG characterization in clinical applications is proposed. It consists of a hybrid hardware system supporting a novel methodology for real-time nonlinear characterization of time series. The analog sub-system performs the ECG signal conditioning in the simplest three-lead configuration providing as output a differential signal, suitably filtered and amplified. The digital subsystem is a microcontroller-based architecture for nonlinear signal processing. It implements a numerical algorithm which extracts the value of dinfin (d-infinite) and the maximum Lyapunov exponent, as indicators of chaotic behavior in ECG time series. Both the analog and the digital sub-systems have been successfully tested, proving their suitability for application in clinical studies.
Keywords :
Lyapunov methods; chaos; electrocardiography; filtering theory; medical signal processing; time series; ECG characterization; ECG signal conditioning; ECG time series; chaotic behavior; clinical application; d-infinite value; differential signal; digital subsystem; heart dynamics; hybrid hardware system; maximum Lyapunov exponent; microcontroller-based architecture; nonlinear signal processing; numerical algorithm; portable device; real-time nonlinear characterization; signal amplification; signal filtering; three-lead configuration; Chaos; Digital signal processing; Electrocardiography; Hardware; Heart; Nonlinear dynamical systems; Prototypes; Real time systems; Signal processing algorithms; Testing;
Conference_Titel :
Control and Automation, 2008 16th Mediterranean Conference on
Conference_Location :
Ajaccio
Print_ISBN :
978-1-4244-2504-4
Electronic_ISBN :
978-1-4244-2505-1
DOI :
10.1109/MED.2008.4602134