DocumentCode
2289662
Title
A real-time heart beat detector and quantitative investigation based on FPGA
Author
Dong, Cheng ; Chio In Leong ; Mang I Vai ; Mak, Peng Un ; Mak, Pui In ; Wan, Feng
Author_Institution
Biomed. Eng. Lab., Univ. of Macau, Macao, China
fYear
2011
fDate
6-7 Oct. 2011
Firstpage
65
Lastpage
69
Abstract
A Field Programmable Gate Array (FPGA) based system for single-lead electrocardiogram signal QRS complex detection is presented in this paper. The system consists of Quadratic Spline wavelet transform, moving average filter, signed squaring and a Modulus Maxima Pair Recognition module. The parallel and pipelined architecture of the system allows a maximum throughput equals 46MS/s. The QRS Complex detection accuracy is validated using MIT/BIH arrhythmia database, in which, sensitivity of 99.35% and predictivity of 99.70% are achieved. Less than 2000 logic elements are utilized to implement this algorithm in an Altera cycloneH FPGA. The performance and resource consumption show that the design also suits for digital ASIC, which benefits in processing high volume of ECG data.
Keywords
bioelectric phenomena; biomedical equipment; electrocardiography; field programmable gate arrays; moving average processes; parallel architectures; real-time systems; wavelet transforms; Altera cyclonell FPGA; ECG data; arrhythmia database; complex detection accuracy; digital ASIC; field programmable gate array based system; logic elements; modulus maxima pair recognition module; moving average filter; parallel architecture; pipelined architecture; quadratic spline wavelet transform; quantitative investigation; real-time heart beat detector; resource consumption; signed squaring; single-lead electrocardiogram signal QRS complex detection; Accuracy; Databases; Electrocardiography; Finite impulse response filter; Hardware; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Microelectronics and Electronics (PrimeAsia), 2011 Asia Pacific Conference on Postgraduate Research in
Conference_Location
Macau
ISSN
2159-2144
Print_ISBN
978-1-4577-1608-9
Type
conf
DOI
10.1109/PrimeAsia.2011.6075072
Filename
6075072
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