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首页> 外文期刊>Journal of the Chinese Institute of Engineers >FPGA system for QRS complex detection based on difference operation method
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FPGA system for QRS complex detection based on difference operation method

机译:基于差分运算方法的QRS复杂检测的FPGA系统

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摘要

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.
机译:QRS复合体的检测是几乎所有心电图(ECG)应用程序的起点。但是,由于其数学计算的复杂性和非因果关系,许多QRS检测器只能通过使用软件进行操作,但不能实时进行。本文基于差分运算法(DOM)及其高效的硬件架构设计,实现了一种实时QRS复杂检测系统。经过MATLAB程序验证的仿真后,我们使用Verilog HDL(硬件描述语言)通过FPGA(现场可编程门阵列)系统执行硬件设计任务。硬件设计通过MIT-BIH(马萨诸塞州理工学院-贝斯以色列医院)心律失常数据库中的ECG记录进行了测试。对于包括数据库中的典型情况和最坏情况的记录,可达到的精度超过99%。

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