NDLI: Multi-lead wavelet-based ECG delineation on a wearable embedded sensor platform

Content Provider	IEEE Xplore Digital Library
Author	Rincon, F. Boichat, N. Barbero, V. Khaled, N. Atienza, D.
Copyright Year	2009
Description	Author affiliation: Embedded Systems Laboratory (ESL)- Ecole Polytechnique Fédérale de Lausanne, Switzerland (Boichat, N.; Atienza, D.) \|\| Dept. of Signal Theory and Communications (TSC)-Univ. Carlos III of Madrid, Spain (Khaled, N.) \|\| DACYA-Complutense Univ. of Madrid, Spain (Rincon, F.; Barbero, V.)
Abstract	This work is dedicated to the sensible optimization and porting of a multi-lead (ML) wavelet-transform (WT)-based electrocardiogram (ECG) wave delineator to a state-of-the-art commercial wearable embedded sensor platform with limited processing and storage resources. The original offline algorithm was recently proposed and validated in the literature, as an extension of an earlier well-established single-lead (SL) WT-based ECG delineator. Several ML ECG delineation approaches, including SL selection according to various criteria and lead combination into a single root-mean-squared (RMS) curve, are carefully optimized for real-time operation on a state-of-the-art commercial wearable embedded sensor platform. Furthermore, these ML ECG delineation approaches are contrasted in terms of their delineation accuracy, complexity and memory usage, as well as suitability for ambulatory real-time operation. Finally, the robustness and stability of the ML ECG delineation approaches are benchmarked with respect to a validated SL implementation.
Starting Page	289
Ending Page	292
File Size	81240
Page Count	4
File Format	PDF
ISBN	9781424472819
ISSN	02766547
e-ISBN	9781424472826
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-09-13
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Computers in Cardiology(CinC)
Subject Keyword	Electrocardiography Wearable sensors Signal analysis Biomedical monitoring Robust stability Sensor systems Embedded system Laboratories Particle measurements Electrodes
Content Type	Text
Resource Type	Article

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