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首页> 外文期刊>International Journal of Applied Engineering Research >Implementation of Heart Rate Variability Analysis Algorithm on FPGA Platform
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Implementation of Heart Rate Variability Analysis Algorithm on FPGA Platform

机译:FPGA平台上心率变异性分析算法的实现

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摘要

Recently, many studies have attempted to develop portable cardiac monitoring systems that can be used outside of a hospital setting. To achieve this objective, in this paper, a field-programmable gate array (FPGA) design and the implementation of an embedded electrocardiography (ECG) system using System-on-Chip (ECG-SoC) technology are proposed. The proposed system performs ECG pre-processing and heart rate variability (HRV) feature extraction that are suitable for remote homecare monitoring and rural health care applications. The development of ECG-SoC consists of four phases: the development of the hardware system, the Nios II-Linux embedded operating system (OS), the ECG-SoC software, and followed by system integration. The results of this study show that the developed ECG-SoC system is capable of compiling a raw ECG dataset, detecting QRS, computing R-R intervals, and displaying the FFT output and power spectrum analysis. The proposed system has the potential to be used in the future as a portable stand alone medical device for heart disease detection and monitoring.
机译:最近,许多研究尝试开发可在医院环境之外使用的便携式心脏监测系统。为了实现这一目标,本文提出了一种现场可编程门阵列(FPGA)设计以及使用片上系统(ECG-SoC)技术的嵌入式心电图(ECG)系统的实现。拟议的系统执行ECG预处理和心率变异性(HRV)特征提取,适用于远程家庭护理监控和农村医疗保健应用。 ECG-SoC的开发包括四个阶段:硬件系统,Nios II-Linux嵌入式操作系统(OS),ECG-SoC软件的开发,然后是系统集成。这项研究的结果表明,开发的ECG-SoC系统能够编译原始ECG数据集,检测QRS,计算R-R间隔以及显示FFT输出和功率谱分析。提出的系统有可能在将来用作心脏病检测和监测的便携式独立医疗设备。

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