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Analysis and Design of On-sensor ECG Processors for Realtime Detection of Cardiac Anomalies Including VF, VT, and PVC

Authors :
Chien-Sheng Liu
Tung-Chien Chen
Chii-Wann Lin
Cheng-Yi Chiang
Hong-Hui Chen
Liang-Gee Chen
Shey-Shi Lu
Yu-Jie Huang
Source :
Journal of Signal Processing Systems. 65:275-285
Publication Year :
2011
Publisher :
Springer Science and Business Media LLC, 2011.

Abstract

Cardiovascular disease remains the main cause of death, and great efforts are spent on the design of ECG (electrocardiogram) body sensors these years. Essential components such as analog frontend and wireless transceivers have been integrated on a compact IC with micro-Watt power consumption. To provide timely warning against the fatal vascular signs, based on the Chaotic Phase Space Differential (CPSD) algorithm, heterogeneous VLSI processors are implemented and integrated to extract the abnormal ECG characteristics for VF (Ventricular Fibrillation), VT (Ventricular Tachycardia) and PVC (Premature Ventricular Contraction). The on-sensor processing reduces 98.0% power of wireless data transmission for raw ECG signals. The application specific processor is designed to accelerate CPSD algorithm with 1.7μW power while the OpenRISC is integrated to provide the system flexibility. The architecture is realized on the FPGA platform to demonstrate the detection of the abnormal ECG signals in realtime.

Details

ISSN :
19398115 and 19398018
Volume :
65
Database :
OpenAIRE
Journal :
Journal of Signal Processing Systems
Accession number :
edsair.doi...........95d510f820638cd5b6683de277d80177
Full Text :
https://doi.org/10.1007/s11265-011-0615-9