Continuous Blood Pressure Measurement Algorithm Based On PPG Signal Quality Assessment

被引:0
|
作者
Xu Lin [1 ,2 ]
Gao Kunpeng [1 ,2 ]
机构
[1] Nankai Univ, Inst Robot & Automat Informat Syst, Tianjin 300071, Peoples R China
[2] Tianjin Key Lab Intelligent Robot, Tianjin 300071, Peoples R China
关键词
pulse wave transmit time; continuous blood pressure; PPG feature point; Kalman filter; data fusion;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The continuous blood pressure values can be calculated by the pulse wave transmission velocity. The accuracy of measuring human blood pressure using pulse wave transmit velocity is significantly influenced by the accuracy of the pulse wave feature point. This paper designs a pulse waveform quality evaluation function to calculate the pulse wave quality index. The reliability evaluation of photoplethysmography (PPG) feature point selection can be evaluated by the pulse wave quality index automatically. The fusion of blood pressure value calculated by different pulse wave feature point is calculated by the Kalman filter. Thus a more accurate continuous blood pressure measurement result is got. This method is evaluated by the MIMIC database. Compared with SBP calculated by single PPG feature point, this method has the least extreme errors and the smallest root mean square error (rMSE) of systolic blood pressure(SBP).
引用
收藏
页码:6138 / 6143
页数:6
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