Single-source PPG-based local pulse wave velocity measurement: a potential cuffless blood pressure estimation technique

被引:58
|
作者
Nabeel, P. M. [1 ]
Jayaraj, J. [2 ]
Mohanasankar, S. [1 ,2 ]
机构
[1] Indian Inst Technol IIT Madras, Dept Elect Engn, Madras, Tamil Nadu, India
[2] IIT Madras, HTIC, Chennai, Tamil Nadu, India
关键词
cuffless BP; local PWV; PPG; pulse wave velocity; NEAR-INFRARED SPECTROSCOPY; TIME; ALGORITHMS; SIGNAL;
D O I
10.1088/1361-6579/aa9550
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Objective: A novel photoplethysmograph probe employing dual photodiodes excited using a single infrared light source was developed for local pulse wave velocity (PWV) measurement. The potential use of the proposed system in cuffless blood pressure (BP) techniques was demonstrated. Approach: Initial validation measurements were performed on a phantom using a reference method. Further, an in vivo study was carried out in 35 volunteers (age = 28 +/- 4.5 years). The carotid local PWV, carotid to finger pulse transit time (PTTR) and pulse arrival time at the carotid artery (PATC) were simultaneously measured. Beat-by-beat variation of the local PWV due to BP changes was studied during post-exercise relaxation. The cuffless BP estimation accuracy of local PWV, PATC, and PTTR was investigated based on inter-and intra-subject models with best-case calibration. Main results: The accuracy of the proposed system, hardware inter-channel delay (<0.1 ms), repeatability (beat-to-beat variation = 4.15%-11.38%) and reproducibility of measurement (r = 0.96) were examined. For the phantom experiment, the measured PWV values did not differ by more than 0.74 m s(-1) compared to the reference PWV. Better correlation was observed between brachial BP parameters versus local PWV (r = 0.74-0.78) compared to PTTR (vertical bar r vertical bar = 0.62-0.67) and PATC (vertical bar r vertical bar = 0.52-0.68). Cuffless BP estimation using local PWV was better than PTTR and PATC with population-specific models. More accurate estimates of arterial BP levels were achieved using local PWV via subject-specific models (root-mean-square error. 2.61 mmHg). Significance: A reliable system for cuffless BP measurement and local estimation of arterial wall properties.
引用
收藏
页码:2122 / 2140
页数:19
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