Application of electrochemical impedance spectroscopy in sensor systems, devices, and related methods
View Patent ↗A diagnostic Electrochemical Impedance Spectroscopy (EIS) procedure is applied to measure values of impedance-related parameters for one or more sensing electrodes. The parameters may include real impedance, imaginary impedance, impedance magnitude, and/or phase angle. The measured values of the impedance-related parameters are then used in performing sensor diagnostics, calculating a highly-reliable fused sensor glucose value based on signals from a plurality of redundant sensing electrodes, calibrating sensors, detecting interferents within close proximity of one or more sensing electrodes, and testing surface area characteristics of electroplated electrodes. Advantageously, impedance-related parameters can be defined that are substantially glucose-independent over specific ranges of frequencies. An Application Specific Integrated Circuit (ASIC) enables implementation of the EIS-based diagnostics, fusion algorithms, and other processes based on measurement of EIS-based parameters.
1. A method of calibrating a sensor, comprising:
performing an electrochemical impedance spectroscopy (EIS) procedure for a working electrode of a sensor to obtain values of at least one impedance-based parameter for said working electrode;
performing a bound check on said values of the at least one impedance-based parameter to determine whether said at least one impedance-based parameter is in-bounds and, based on said bound check, calculating a reliability-index value for said working electrode; and
determining, based on the value of said reliability index, whether calibration should be performed, or whether calibration should be delayed until a later time.
2. The method of claim 1 , wherein said at least one impedance-based parameter is substantially glucose-independent.
3. The method of claim 1 , wherein said at least one impedance-based parameter includes real impedance.
4. The method of claim 3 , wherein the real impedance is measured at 1 kHz.
5. The method of claim 4 , wherein said at least one impedance-based parameter further includes Nyquist slope.
6. The method of claim 5 , wherein calibration is performed if the value of said reliability index is above a low threshold value, and wherein calibration is delayed if the value of said reliability index is below a high threshold value.
7. The method of claim 6 , wherein, if the value of said reliability index is below said high threshold value, then the trends of the 1 kHz real impedance and the Nyquist slope are monitored to estimate when respective values of the 1 kHz real impedance and the Nyquist slope will be in-bounds.
8. The method of claim 7 , wherein, if it is estimated that respective values of the 1 kHz real impedance and the Nyquist slope will be in-bounds within a threshold amount of time, calibration is delayed until said respective values are in-bounds.
9. The method of claim 8 , wherein, if it is estimated that it will take beyond a threshold amount of time for respective values of the 1 kHz real impedance and the Nyquist slope to be in-bounds, the sensor is calibrated without further delay.
10. The method of claim 1 , wherein said sensor includes a plurality of redundant working electrodes.
11. The method of claim 10 , wherein said EIS procedure is performed for each of said plurality of redundant working electrodes to obtain values of at least one impedance-based parameter for each said working electrode, wherein said bound check is performed on said values of the at least one impedance-based parameter for each said working electrode, and wherein a respective reliability index is calculated for each of the working electrodes.
12. The method of claim 11 , wherein, for each of the working electrodes, each said respective reliability index is indicative of said electrode's start-up characteristics.
13. The method of claim 12 , further including, based on said respective reliability indices, selecting one of the plurality of redundant electrodes for obtaining glucose measurements.