A Comparative Study of Physiological Monitoring with a Wearable Opto-Electronic Patch Sensor (OEPS) for Motion Reduction

被引:13
作者
Alzahrani, Abdullah [1 ]
Hu, Sijung [1 ]
Azorin-Peris, Vicente [1 ]
机构
[1] Loughborough Univ, Sch Elect Elect & Syst Engn, Ashby Rd, Loughborough LE11 3TU, Leics, England
来源
BIOSENSORS-BASEL | 2015年 / 5卷 / 02期
关键词
Accelerometer; Adaptive filter; Artefact motion; photoplethysmography; real-time physiological monitoring; Opto-Electronic Patch Sensor (OEPS); personal healthcare;
D O I
10.3390/bios5020288
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper presents a comparative study in physiological monitoring between a wearable opto-electronic patch sensor (OEPS) comprising a three-axis Microelectromechanical systems (MEMs) accelerometer (3MA) and commercial devices. The study aims to effectively capture critical physiological parameters, for instance, oxygen saturation, heart rate, respiration rate and heart rate variability, as extracted from the pulsatile waveforms captured by OEPS against motion artefacts when using the commercial probe. The protocol involved 16 healthy subjects and was designed to test the features of OEPS, with emphasis on the effective reduction of motion artefacts through the utilization of a 3MA as a movement reference. The results show significant agreement between the heart rates from the reference measurements and the recovered signals. Significance of standard deviation and error of mean yield values of 2.27 and 0.65 beats per minute, respectively; and a high correlation (0.97) between the results of the commercial sensor and OEPS. T, Wilcoxon and Bland-Altman with 95% limit of agreement tests were also applied in the comparison of heart rates extracted from these sensors, yielding a mean difference (MD: 0.08). The outcome of the present work incites the prospects of OEPS on physiological monitoring during physical activities.
引用
收藏
页码:288 / 307
页数:20
相关论文
共 31 条
[1]  
Asada HH, 2004, P ANN INT IEEE EMBS, V26, P2157
[2]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[3]   Smart wearable systems: Current status and future challenges [J].
Chan, Marie ;
Esteve, Daniel ;
Fourniols, Jean-Yves ;
Escriba, Christophe ;
Campo, Eric .
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2012, 56 (03) :137-156
[4]   A computational system to optimise noise rejection in photoplethysmography signals during motion or poor perfusion states [J].
Foo, Jong Yong A. ;
Wilson, Stephen J. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2006, 44 (1-2) :140-145
[5]  
Fukushima H, 2012, IEEE ENG MED BIO, P2901, DOI 10.1109/EMBC.2012.6346570
[6]  
Gaskin L., 1995, PHYSIOTHERAPY, V81, P254, DOI [10.1016/S0031-9406(05)66819-8, DOI 10.1016/S0031-9406(05)66819-8]
[7]  
Germano G, 2012, EUR HEART J, V33, P137
[8]  
Hall P. R, 1990, U. S. Patent No, Patent No. 4955379
[9]   Development of real-time motion artifact reduction algorithm for a wearable photoplethysmography [J].
Han, Hyonyoung ;
Kim, Min-Joon ;
Kim, Jung .
2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, :1538-+
[10]   A new method for pulse oximetry possessing inherent insensitivity to artifact [J].
Hayes, MJ ;
Smith, PR .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2001, 48 (04) :452-461