Title :
Analytical model for real time, noninvasive estimation of blood glucose level
Author :
Adhyapak, Anoop ; Sidley, Matthew ; Venkataraman, Jayanti
Author_Institution :
Dept. of Electr. & Microelectron. Eng., Rochester Inst. of Technol., Rochester, NY, USA
Abstract :
The paper presents an analytical model to estimate blood glucose level from measurements made non-invasively and in real time by an antenna strapped to a patient´s wrist. Some promising success has been shown by the RIT ETA Lab research group that an antenna´s resonant frequency can track, in real time, changes in glucose concentration. Based on an in-vitro study of blood samples of diabetic patients, the paper presents a modified Cole-Cole model that incorporates a factor to represent the change in glucose level. A calibration technique using the input impedance technique is discussed and the results show a good estimation as compared to the glucose meter readings. An alternate calibration methodology has been developed that is based on the shift in the antenna resonant frequency using an equivalent circuit model containing a shunt capacitor to represent the shift in resonant frequency with changing glucose levels. Work under progress is the optimization of the technique with a larger sample of patients.
Keywords :
biomedical equipment; biomedical measurement; blood; chemical variables measurement; diseases; electric impedance; sugar; antenna resonant frequency; blood glucose level estimation; blood samples; calibration technique; diabetic patients; equivalent circuit model; glucose concentration; glucose meter readings; input impedance technique; modified Cole-Cole model; noninvasive estimation; shunt capacitor; Antenna measurements; Antennas; Blood; Dielectrics; Impedance; Resonant frequency; Sugar;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944752