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Real-time QRS detection using adaptive threshold

机译:使用自适应阈值进行实时QRS检测

摘要

A mobile system for analyzing ECG data includes an analog front end module coupled to a mobile consumer device. The analog front end module is configured to collect ECG data from one or more leads and is operable to convert the analog ECG data to digital ECG data. The mobile consumer device is coupled to receive the digital ECG data, and is configured to perform QRS detection using a filter whose cutoff frequency is adapted to noise level in real time. The ECG signal is amplified non-linearly and three windowed threshold signals (D, E, J) are derived. The cutoff frequency for the QRS detection is dynamically selected as a function of the threshold signals. A sample in the amplified signal is identified to be a heart beat point only when the sample value is equal to the first threshold signal and greater than the filtered threshold signal.
机译:用于分析ECG数据的移动系统包括耦合到移动消费者设备的模拟前端模块。模拟前端模块被配置为从一个或多个引线收集ECG数据,并且可操作以将模拟ECG数据转换为数字ECG数据。移动消费者设备被耦合以接收数字ECG数据,并且被配置为使用其截止频率实时地适应噪声水平的滤波器来执行QRS检测。 ECG信号被非线性放大,并得出三个窗口阈值信号(D,E,J)。根据阈值信号动态选择QRS检测的截止频率。仅当样本值等于第一阈值信号且大于滤波后的阈值信号时,才将放大信号中的样本识别为心跳点。

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