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Analysis and Design of On-sensor ECG Processors for Realtime Detection of Cardiac Anomalies Including VF, VT, and PVC
- 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.
- Subjects :
- Very-large-scale integration
business.industry
Computer science
OpenRISC
medicine.disease
Ventricular tachycardia
Theoretical Computer Science
Power (physics)
Ventricular contraction
Hardware and Architecture
Control and Systems Engineering
Modeling and Simulation
Embedded system
Signal Processing
Ventricular fibrillation
medicine
ComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMS
cardiovascular diseases
business
Field-programmable gate array
Computer hardware
Information Systems
Subjects
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