Feasibility of long-distance heart rate monitoring using transmittance photoplethysmographic imaging (PPGI)

被引:36
作者
Amelard, Robert [1 ]
Scharfenberger, Christian [1 ]
Kazemzadeh, Farnoud [1 ]
Pfisterer, Kaylen J. [2 ]
Lin, Bill S. [3 ]
Clausi, David A. [1 ]
Wong, Alexander [1 ]
机构
[1] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Dept Kinesiol, Waterloo, ON N2L 3G1, Canada
[3] Univ Waterloo, Dept Mech & Mechatron Engn, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
OXYGEN-SATURATION; NONCONTACT; PULSE; STEP;
D O I
10.1038/srep14637
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Photoplethysmography (PPG) devices are widely used for monitoring cardiovascular function. However, these devices require skin contact, which restricts their use to at-rest short-term monitoring. Photoplethysmographic imaging (PPGI) has been recently proposed as a non-contact monitoring alternative by measuring blood pulse signals across a spatial region of interest. Existing systems operate in reflectance mode, many of which are limited to short-distance monitoring and are prone to temporal changes in ambient illumination. This paper is the first study to investigate the feasibility of long-distance non-contact cardiovascular monitoring at the supermeter level using transmittance PPGI. For this purpose, a novel PPGI system was designed at the hardware and software level. Temporally coded illumination (TCI) is proposed for ambient correction, and a signal processing pipeline is proposed for PPGI signal extraction. Experimental results show that the processing steps yielded a substantially more pulsatile PPGI signal than the raw acquired signal, resulting in statistically significant increases in correlation to ground-truth PPG in both short- (p subset of[<0.0001, 0.006]) and long-distance (p subset of [<0.0001, 0.053]) monitoring. The results support the hypothesis that long-distance heart rate monitoring is feasible using transmittance PPGI, allowing for new possibilities of monitoring cardiovascular function in a non-contact manner.
引用
收藏
页数:11
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