Title :
Towards Accurate Dielectric Property Retrieval of Biological Tissues for Blood Glucose Monitoring
Author :
Yilmaz, Tuba ; Foster, Robert ; Yang Hao
Author_Institution :
Sch. of Electron. Eng. & Comput. Sci., Univ. of London, London, UK
Abstract :
An analytical formulation for relative dielectric constant retrieval is reconstructed to establish a relationship between the response of a spiral microstrip resonator and effective relative dielectric constant of a lossy superstrate, such as biological tissue. To do so, an analytical equation is modified by constructing functions for the two unknowns, the filling factor A and effective length leff of the resonator. This is done by simulating the resonator with digital phantoms of varying permittivity. The values of A and leff are determined for each phantom from the resulting S-parameter response, using particle swarm optimization. Multiple nonlinear regression is applied to produce equations for A and leff, expressed as a function of frequency and the phantom´s relative dielectric constant. These equations are combined to form a new nonlinear analytical equation, which is then solved using the Newton-Raphson iterative method, for both simulations and measurements of physical phantoms. To verify the reconstructed dielectric constant, the dielectric properties of the physical phantoms are determined with commercial high temperature open-ended coaxial probe. The dielectric properties are reconstructed by the described method, with less than 3.67% error with respect to the measurements.
Keywords :
bioelectric potentials; biological tissues; biomedical equipment; blood; iterative methods; measurement errors; medical signal processing; microstrip resonators; particle swarm optimisation; patient diagnosis; patient monitoring; permittivity; phantoms; probes; regression analysis; signal reconstruction; sugar; A equation; Newton-Raphson iterative method; S-parameter response; analytical equation modification; biological tissue dielectric property retrieval accuracy; blood glucose monitoring; commercial high temperature open-ended coaxial probe; dielectric constant reconstruction; dielectric property reconstruction; digital phantom permittivity variation; effective relative dielectric constant; filling factor determination; frequency dependence; leff equation; lossy superstrate; measurement error; multiple nonlinear regression; nonlinear analytical equation; particle swarm optimization; phantom relative dielectric constant dependence; physical phantom dielectric property determination; physical phantom measurement; physical phantom simulation; relative dielectric constant retrieval; resonator effective length determination; resonator simulation; spiral microstrip resonator response; Dielectric measurement; Dielectrics; Microstrip; Permittivity; Phantoms; Spirals; Sugar; Dielectric property retrieval; high-loss materials; high-permittivity materials; non-invasive glucose monitoring; spiral resonator;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2014.2365019