FPGA-based system for heart rate monitoring

被引:8
|
作者
Meddah, Karim [1 ,2 ]
Talha, Malika Kedir [1 ]
Bahoura, Mohammed [2 ,3 ]
Zairi, Hadjer [1 ]
机构
[1] Univ Sci & Technol Houari Boumediene, Dept Elect & Comp Sci, USTHB, BP32 El Alia, Algiers 16111, Algeria
[2] Univ Quebec Rimouski, Dept Engn, 300 Allee Ursulines, Rimouski, PQ, Canada
[3] Saad Dahlab Univ Blida 1, Dept Elect, BP 270,Rd Soumaa, Blida 09000, Algeria
关键词
electrocardiography; medical signal processing; diseases; field programmable gate arrays; patient monitoring; ambulatory system; heart diseases; field programmable gate array-based hardware implementation; QRS complex detection; intermediate value theorem; Xilinx System Generator; digital signal processor; Nexys-4 FPGA evaluation kit; FPGA resources estimation; FPGA-based system; heart rate monitoring; cardiac patients; QRS detection systems; Pan-and-Tompkins algorithm; MIT-BIH arrhythmia database; NEURAL-NETWORKS; ECG; SIGNAL; TRANSFORM; ALGORITHM;
D O I
10.1049/iet-cds.2018.5204
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The continuous monitoring of cardiac patients requires an ambulatory system that can automatically detect heart diseases. This study presents a new field programmable gate array (FPGA)-based hardware implementation of the QRS complex detection. The proposed detection system is mainly based on the Pan and Tompkins algorithm, but applying a new, simple, and efficient technique in the detection stage. The new method is based on the centred derivative and the intermediate value theorem, to locate the QRS peaks. The proposed architecture has been implemented on FPGA using the Xilinx System Generator for digital signal processor and the Nexys-4 FPGA evaluation kit. To evaluate the effectiveness of the proposed system, a comparative study has been performed between the resulting performances and those obtained with existing QRS detection systems, in terms of reliability, execution time, and FPGA resources estimation. The proposed architecture has been validated using the 48 half-hours of records obtained from the Massachusetts Institute of Technology - Beth Israel Hospital (MIT-BIH) arrhythmia database. It has also been validated in real time via the analogue discovery device.
引用
收藏
页码:771 / 782
页数:12
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