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基于雷达的无接触式心跳检测,采用改进的 Pan-Tompkins 算法。

Radar-based contactless heart beat detection with a modified Pan-Tompkins algorithm.

机构信息

Le Quy Don Technical University, Hanoi, Vietnam.

The University of Electro-Communications, Tokyo, Japan.

出版信息

Biomed Phys Eng Express. 2024 Nov 6;11(1). doi: 10.1088/2057-1976/ad8c48.

Abstract

Using radar for non-contact measuring human vital signs has garnered significant attention due to its undeniable benefits. However, achieving reasonably good accuracy in contactless measurement senarios is still a technical challenge.The proposed method includes two stages. The first stage involves the process of datasegmentation and signal channel selection. In the next phase, the raw radar signal from the chosen channel is subjected to modified Pan-Tompkins.The experimental findings from twelve individuals demonstrated a strong agreement between the contactless radar and contact electrocardiography (ECG) devices for heart rate measurement, with correlation coefficient of 98.74 percentage; and the 95% limits of agreement obtained by radar and those obtained by ECG were 2.4 beats per minute.The results showed high agreement between heart rate calculated by radar signals and heart rate by electrocardiograph. This research paves the way for future applications using non-contact sensors to support and potentially replace contact sensors in healthcare.

摘要

利用雷达进行非接触式人体生命体征测量因其不可否认的优势而备受关注。然而,在非接触式测量场景中实现合理的高精度仍然是一个技术挑战。

该方法包括两个阶段。第一阶段涉及数据集分割和信号通道选择过程。在下一阶段,从选定通道中获取原始雷达信号,并对其进行修改后的 Pan-Tompkins 处理。

来自 12 名个体的实验结果表明,接触式雷达和接触式心电图(ECG)设备在心率测量方面具有很强的一致性,相关系数为 98.74%;通过雷达和 ECG 获得的 95%一致性界限分别为 2.4 次/分钟。结果表明,通过雷达信号计算出的心率与心电图计算出的心率高度一致。这项研究为未来使用非接触式传感器的应用铺平了道路,这些应用可以支持并可能取代医疗保健中的接触式传感器。

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