TY - JOUR
T1 - FPGA system for QRS complex detection based on difference operation method
AU - Lu, Ting Hsuan
AU - Chin, Wen Long
AU - Huang, Ying Zhe
N1 - Publisher Copyright:
© 2016 The Chinese Institute of Engineers.
PY - 2016/10/2
Y1 - 2016/10/2
N2 - The detection of QRS complex is the start point for almost all electrocardiogram (ECG) applications. However, due to the complexity and non-causality of their mathematical computation, lots of QRS detectors can only be operated by using software but in a non-real-time fashion. This paper implements a real-time QRS complex detection system based on the difference operation method (DOM) and its efficient hardware architecture design. After simulations verified by MATLAB programs, we used the Verilog HDL (hardware description language) to perform the task of hardware design using the FPGA (field programmable gate array) system. The hardware design was tested with ECG records in the MIT-BIH (Massachusetts Institute of Technology- Beth Israel Hospital) arrhythmia database. The achievable accuracy exceeds 99% for records including typical and worst cases in the database.
AB - The detection of QRS complex is the start point for almost all electrocardiogram (ECG) applications. However, due to the complexity and non-causality of their mathematical computation, lots of QRS detectors can only be operated by using software but in a non-real-time fashion. This paper implements a real-time QRS complex detection system based on the difference operation method (DOM) and its efficient hardware architecture design. After simulations verified by MATLAB programs, we used the Verilog HDL (hardware description language) to perform the task of hardware design using the FPGA (field programmable gate array) system. The hardware design was tested with ECG records in the MIT-BIH (Massachusetts Institute of Technology- Beth Israel Hospital) arrhythmia database. The achievable accuracy exceeds 99% for records including typical and worst cases in the database.
UR - https://www.scopus.com/pages/publications/84978532522
UR - https://www.scopus.com/pages/publications/84978532522#tab=citedBy
U2 - 10.1080/02533839.2016.1202086
DO - 10.1080/02533839.2016.1202086
M3 - Article
AN - SCOPUS:84978532522
SN - 0253-3839
VL - 39
SP - 833
EP - 840
JO - Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A
JF - Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A
IS - 7
ER -