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
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;
Conference_Titel :
Microelectronics and Electronics (PrimeAsia), 2011 Asia Pacific Conference on Postgraduate Research in
Conference_Location :
Macau
Print_ISBN :
978-1-4577-1608-9
DOI :
10.1109/PrimeAsia.2011.6075072