An Approach for Noninvasive Blood Glucose Monitoring Based on Bioimpedance Difference Considering Blood Volume Pulsation

被引:41
作者
Li, Jingzhen [1 ]
Igbe, Tobore [1 ,2 ]
Liu, Yuhang [1 ]
Nie, Zedong [1 ]
Qin, Wenjian [1 ]
Wang, Lei [1 ]
Hao, Yang [3 ]
机构
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[2] Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
[3] Queen Mary Univ London, Sch Elect Engn & Comp Sci, London E1 4NS, England
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
Bioimpedance; blood volume pulsation; dielectric properties; digital phantoms; in vitro and in vivo experiments; noninvasive blood glucose monitoring (NBGM); DIELECTRIC-PROPERTIES; BIOLOGICAL TISSUES; SENSORS; ARTERY;
D O I
10.1109/ACCESS.2018.2866601
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Noninvasive blood glucose monitoring (NBGM) provides a promising solution for patients with diabetes with the advantages of painless and continuous monitoring. To better characterize the response of glucose to radio-frequency (RF) signals at low frequencies, the conductivity and relative permittivity of aqueous solutions with different glucose concentrations were obtained by the use of an impedance analyzer in the frequency range of 1 kHz to 1 MHz. Furthermore, considering the blood volume pulsation in cardiac cycle, a new approach based on measuring bioimpedance was presented for NBGM in this paper. For this purpose, an inhomogeneous arm model, which consists of three tissue layers (i.e., blood, blood vessel, and other relevant tissues), was proposed to validate the aforementioned approach. Furthermore, the measurements were carried out by means of in vitro experiment and in vivo studies, respectively. The results showed that as the glucose concentration increased, the conductivity of aqueous solutions decreased when the frequency of RF signal was below 1 MHz. However, the relative permittivity was almost insensitive to glucose concentration. The simulation result of the arm model showed that as the glucose concentration increased, the bioimpedance difference of blood volume decreased. This was supported by both in vitro and in vivo experiments. We therefore suggest that the proposed approach for NBGM has potentials in practical applications.
引用
收藏
页码:51119 / 51129
页数:11
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