用于心律失常检测的穿戴式心电测量系统

Arish Adil, H. Abid, Nadir Najib, Usama Jillani, Wala Saadeh, Muhammad Awais Bin Altaf
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引用次数: 2

摘要

从心电图(ECG)信号中持续跟踪心脏活动以协助医生治疗心血管疾病(CVD)对于患者避免与心律失常相关的并发症和问题至关重要。但它需要一个贴片形状的因素和节能设计的长期电池运行。本文提出了一种新的无创单导联可穿戴心电监测系统,用于心电信号的采集,并提出了一种简化的心电检测处理器。为了确保正确的功能验证,所提出的系统在硬件上实现,并使用MIT-BIH ECG心律失常数据库和Creighton University室性心动过速数据库进行测试。实现了90%以上的分类准确率。所提出的处理器也采用0.18um CMOS技术合成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wearable ECG Measurement System for Detection of Cardiac Arrhythmia
Continuous tracking of heart activity from Electrocardiogram (ECG) signal to assist physicians in treating Cardio Vascular Disease (CVD) is essential for patients to avoid complications and problems associated with Cardiac arrhythmia conditions. But it necessitates a patch form factor and energy-efficient design for long-term battery operation. This paper presents a novel non-invasive single- lead wearable ECG monitoring system for acquiring the ECG signals along with the proposed simplified processor for arrhythmia detection. To ensure correct functional verification, the proposed system is implemented in hardware and tested using the MIT-BIH ECG arrhythmia database and the Creighton University Ventricular Tachyarrhythmia Database. It achieves a classification accuracy of more than 90%. The proposed processor is also synthesized using 0.18um CMOS technology.
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