Design of an Integrated Wearable Multi-Sensor Platform Based on Flexible Materials for Neonatal Monitoring

被引:38
|
作者
Chen, Hongyu [1 ,2 ]
Bao, Shenjie [1 ]
Lu, Chunmei [3 ]
Wang, Laishuan [3 ]
Ma, Jianhua [4 ]
Wang, Peng [4 ]
Lu, Hongbin [4 ]
Shu, Feng [5 ]
Oetomo, Sidarto Bambang [2 ,6 ]
Chen, Wei [1 ]
机构
[1] Fudan Univ, Ctr Intelligent Med Elect, Dept Elect Engn, Shanghai 200433, Peoples R China
[2] Eindhoven Univ Technol, Dept Ind Design, NL-5612 Eindhoven, Netherlands
[3] Fudan Univ, Childrens Hosp, Shanghai 201102, Peoples R China
[4] Fudan Univ, Collaborat Innovat Ctr Polymers & Polymer Composi, Dept Macromol Sci, Shanghai 200433, Peoples R China
[5] Fudan Univ, Acad Engn & Technol, Shanghai Engn Res Ctr, UPMCM, Shanghai 200433, Peoples R China
[6] Maxima Med Ctr, Dept Neonatol, NL-5504 Veldhoven, Netherlands
关键词
Neonatal monitoring; wearable sensor; flexible materials; electrocardiograph (ECG); respiration; SPECTRAL-ANALYSIS; HEART-RATE; VALIDATION; INFANTS; RISK; CARE;
D O I
10.1109/ACCESS.2020.2970469
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For infants admitted at neonatal intensive care unit, the continuous monitoring of health parameters is critical for their optimal treatment and outcomes. So it's crucial to provide proper treatment, accurate and comfortable monitoring conditions for newborn infants. In this paper, we propose wearable sensor systems integrated with flexible material based non-invasive sensors for neonatal monitoring. The system aims at providing reliable vital signs monitoring as well as comfortable clinical environments for neonatal care. The system consists of a smart vest and a cloud platform. In the smart vest, a novel stretching sensor based on Polydimethylsiloxane-Graphene (PDMS-Graphene) compound is created to detect newborns' respiration signal; textile-based dry electrodes are developed to measure Electrocardiograph (ECG) signals; inertial measurement units (IMUs) are embedded to obtain movement information including accelerated speed and angular velocity of newborn wrists. Experiments were conducted to systematically test the sensing related characteristics of the aforementioned flexible materials and the performance of the proposed multi-sensor platform. The results show that the proposed system can achieve high quality signals. The wearable sensor platform is promising for continuous long term monitoring of neonates. The multi-modal physiological and behavioral signals measured by the platform can be further processed for clinical decision support on the neonatal health status.
引用
收藏
页码:23732 / 23747
页数:16
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