Wearable patch-type ECG using ubiquitous wireless sensor network for healthcare monitoring application

Hsein-Ping Kew, Do-Un Jeong
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引用次数: 18

Abstract

Nowadays, the technological advances in sensors network, integrated circuit and wireless communication have enabled the design of lightweight and low-cost sensor nodes particularly for healthcare application. Ubiquitous sensor network give new possibilities for monitoring of human biomedical signal using wearable sensors node and allow patients the freedom to move around but still under continuously monitoring. In this paper, a new concept for wearable patch-type ECG sensor node transmitting signal via an ultra low power consumption wireless data communications unit to personal computer using Zigbee-compatible wireless sensor node. The measured ECG signals carry a lot of clinical information for a cardiologist especially R-peak detection in ECG signals. R-peak detection generally uses the threshold value which is fixed. There will be error in peak detection when the baseline changes due to motion artifacts and signal size changes. Therefore, variable threshold method is used to detect the R-peak which is more accurate and efficient. In order to evaluate the performance analysis, R-peak detection using MIT-BIH databases and Long Term Real-Time ECG is performed in this research.
可穿戴贴片式心电采用无所不在的无线传感器网络进行健康监测应用
如今,传感器网络、集成电路和无线通信技术的进步使设计轻量化和低成本的传感器节点成为可能,特别是在医疗保健应用中。无处不在的传感器网络为使用可穿戴传感器节点监测人体生物医学信号提供了新的可能性,并允许患者在持续监测的情况下自由活动。本文提出了一种可穿戴贴片式心电传感器节点的新概念,该节点采用兼容zigbee的无线传感器节点,通过超低功耗无线数据通信单元将信号传输到个人计算机。测量到的心电信号为心内科医生提供了大量的临床信息,尤其是心电信号中的r峰检测。r峰检测一般采用固定的阈值。当基线由于运动伪影和信号大小的变化而改变时,峰值检测会出现误差。因此,采用变阈值法检测r峰更为准确和高效。为了评估性能分析,本研究使用MIT-BIH数据库和长期实时ECG进行r峰检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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