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A Fetal ECG Monitoring System Based on the Android Smartphone

机译:基于Android智能手机的胎儿心电监护系统

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摘要

In this paper, a fetal electrocardiogram (ECG) monitoring system based on the Android smartphone was proposed. We designed a portable low-power fetal ECG collector, which collected maternal abdominal ECG signals in real time. The ECG data were sent to a smartphone client via Bluetooth. Smartphone app software was developed based on the Android system. The app integrated the fast fixed-point algorithm for independent component analysis (FastICA) and the sample entropy algorithm, for the sake of real-time extraction of fetal ECG signals from the maternal abdominal ECG signals. The fetal heart rate was computed using the extracted fetal ECG signals. Experimental results showed that the FastICA algorithm can extract a clear fetal ECG, and the sample entropy can correctly determine the channel where the fetal ECG is located. The proposed fetal ECG monitoring system may be feasible for non-invasive, real-time monitoring of fetal ECGs.
机译:本文提出了一种基于Android智能手机的胎儿心电图(ECG)监测系统。我们设计了便携式低功耗胎儿心电图采集器,可实时采集孕妇腹部心电图信号。心电图数据通过蓝牙发送到智能手机客户端。智能手机应用软件是基于Android系统开发的。该应用程序集成了用于独立成分分析的快速定点算法(FastICA)和样本熵算法,以便从孕妇腹部ECG信号中实时提取胎儿ECG信号。使用提取的胎儿ECG信号计算胎儿心率。实验结果表明,FastICA算法可以提取出清晰的胎儿心电图,并且样本熵可以正确确定胎儿心电图所在的通道。所提出的胎儿心电图监测系统对于无创,实时监测胎儿心电图可能是可行的。

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