QRS peak detection for heart rate monitoring on Android smartphone

被引:11
|
作者
Utomo, Trio Pambudi [1 ]
Nuryani, Nuryani [1 ]
Darmanto [1 ]
机构
[1] Univ Sebelas Maret, Dept Phys, Jl Ir Sutami 36A Kentingan Jebres, Surakarta 57126, Indonesia
关键词
SYSTEM;
D O I
10.1088/1742-6596/909/1/012006
中图分类号
O59 [应用物理学];
学科分类号
摘要
In this study, Android smartphone is used for heart rate monitoring and displaying electrocardiogram (ECG) graph. Heart rate determination is based on QRS peak detection. Two methods are studied to detect the QRS complex peak; they are Peak Threshold and Peak Filter. The acquisition of ECG data is utilized by AD8232 module from Analog Devices, three electrodes, and Microcontroller Arduino UNO R3. To record the ECG data from a patient, three electrodes are attached to particular body's surface of a patient. Patient's heart activity which is recorded by AD8232 module is decoded by Arduino UNO R3 into analog data. Then, the analog data is converted into a voltage value (mV) and is processed to get the QRS complex peak. Heart rate value is calculated by Microcontroller Arduino UNO R3 uses the QRS complex peak. Voltage, heart rate, and the QRS complex peak are sent to Android smartphone by Bluetooth HC-05. ECG data is displayed as the graph by Android smartphone. To evaluate the performance of QRS complex peak detection method, three parameters are used; they are positive predictive, accuracy and sensitivity. Positive predictive, accuracy, and sensitivity of Peak Threshold method is 92.39%, 70.30%, 74.62% and for Peak Filter method are 98.38%, 82.47%, 83.61%, respectively.
引用
收藏
页数:7
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