光容积图
血压
信号(编程语言)
医学
非参数统计
数学
生物医学工程
压力测量
舒张期
心脏病学
计算机科学
内科学
统计
物理
电信
气象学
程序设计语言
无线
作者
Ayan Chakraborty,Dharitri Goswami,Jayanta Mukhopadhyay,Saswat Chakrabarti
出处
期刊:IEEE Transactions on Instrumentation and Measurement
[Institute of Electrical and Electronics Engineers]
日期:2020-07-22
卷期号:70: 1-10
被引量:27
标识
DOI:10.1109/tim.2020.3011304
摘要
Measurement of blood pressure (BP) from photoplethysmograph (PPG) signal has been investigated by several researchers in recent years. Use of PPG signal for BP measurement has advantages over conventional cuff-based sphygmomanometric methods. Signals from two different measurement instruments, such as electrocardiogram (ECG) and photoplethysmogram, are mostly used to determine BP. In this article, a novel approach for determining BP by measurement of only one signal, viz., PPG, is presented. Two specific methods have been discussed for determining mean arterial blood pressure (MABP), systolic blood pressure (SBP), and diastolic blood pressure (DBP). The first method, presented in Section III , needs an initial value of BP while the second method uses a learning-based nonparametric regression technique. PPG signals from more than 150 volunteers have been used to assess the BP. Mean and standard deviation of error magnitudes in measuring DBP is 2.12 ± 1.79 mmHg.
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