首页> 外文会议>International Conference on Systems, Man, and Cybernetics >Design and implementation of auscultation blood pressure measurement using vascular transit time and physiological parameters
【24h】

Design and implementation of auscultation blood pressure measurement using vascular transit time and physiological parameters

机译:利用血管通过时间和生理参数进行听诊血压测量的设计与实现

获取原文

摘要

In this study, we have implemented an auscultation sphygmomanometer that can continuously estimate blood pressure via simultaneous measurement of phonocardiogram (PCG) and photoplethysmography (PPG) signals. In PCG, in the process of systole and diastole, the heart will produce 'lub' 'dub' sounds, called the first (S1) and the second heart sound (S2) respectively. In PPG, according to systole and diastole, the blood volume in the vessel will change, and thus affect the amount of light reflected from the vessel and received in the photosensitive element to detect the heart pulse wave. After using Finite Impulse Response (FIR) and Discrete Wavelet Transform (DWT) to filter out noise from the signal, the device can detect three features, namely S1, S2 and PPG peak, which can be used to calculate Vascular Transit Time (VTT), Ejection Time (ET), and Heart Rate (HR). Multiple regression analysis model for estimating blood pressure is established by using various cardiac parameters such as VTT, ET, HR, and individual's physiological parameters such as gender, age, height, and weight. With this model, auscultation blood pressure measurement can be designed. The results of this study show that for the range of normal blood pressure, the error in systolic blood pressure is 6.67 ± 8.47 mmHg, which is very close to the AAMI standard, 5 ± 8 mmHg. This shows the feasibility of estimating blood pressure using various cardiac and physiological parameters via PCG and PPG measurement.
机译:在这项研究中,我们已经实施了一种听诊血压计,可以通过同时测量心电图(PCG)和光电容积描记(PPG)信号来连续估算血压。在PCG中,在心脏收缩和舒张过程中,心脏会产生“嘟嘟”的声音,分别称为第一(S1)和第二(S2)心音。在PPG中,根据心脏的收缩和舒张期,血管中的血液量将发生变化,从而影响从血管反射并接收到光敏元件中的光量,以检测心脏脉搏波。使用有限冲激响应(FIR)和离散小波变换(DWT)过滤掉信号中的噪声后,该设备可以检测三个特征,即S1,S2和PPG峰值,可用于计算血管通过时间(VTT) ,射血时间(ET)和心率(HR)。通过使用各种心脏参数(例如VTT,ET,HR和个人的生理参数,例如性别,年龄,身高和体重),建立了用于估算血压的多元回归分析模型。使用此模型,可以设计听诊血压测量。这项研究的结果表明,在正常血压范围内,收缩压的误差为6.67±8.47 mmHg,非常接近AAMI标准的5±8 mmHg。这显示了通过PCG和PPG测量使用各种心脏和生理参数估算血压的可行性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号