DocumentCode
3081586
Title
A fast and accurate FPGA based QRS detection system
Author
Shukla, Ashish ; Macchiarulo, Luca
Author_Institution
Department of Electrical Engineering, University of Hawaii at Manoa, USA
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
4828
Lastpage
4831
Abstract
An accurate Field Programmable Gate Array (FPGA) based ECG Analysis system is described in this paper. The design, based on a popular software based QRS detection algorithm, calculates the threshold value for the next peak detection cycle, from the median of eight previously detected peaks. The hardware design has accuracy in excess of 96% in detecting the beats correctly when tested with a subset of five 30 minute data records obtained from the MIT-BIH Arrhythmia database. The design, implemented using a proprietary design tool (System Generator®), is an extension of our previous work and uses 76% resources available in a small-sized FPGA device (Xilinx Spartan® xc3s500), has a higher detection accuracy as compared to our previous design and takes almost half the analysis time in comparison to software based approach.
Keywords
Algorithm design and analysis; Electrocardiography; Field programmable gate arrays; Filtering algorithms; Hardware; Heart; Iterative algorithms; Iterative methods; Rhythm; Testing; Algorithms; Diagnosis, Computer-Assisted; Electrocardiography; Equipment Design; Equipment Failure Analysis; Humans; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4650294
Filename
4650294
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