Sensor systems, devices, and methods for continuous glucose monitoring
Electrochemical impedance spectroscopy (EIS) may be used in conjunction with continuous glucose monitoring (CGM) to enable identification of valid and reliable sensor data, as well implementation of Smart Calibration algorithms.
1. A method of operating a glucose sensor, the glucose sensor including physical sensor electronics, a microcontroller, and a working electrode, and being in operational contact with a display device configured to display glucose sensor data to a user, the method comprising:
sensing, by the physical sensor electronics, a glucose level of a user of the glucose sensor;
generating, by the microcontroller, glucose sensor data to be displayed on the display device based on the glucose level sensed by the physical sensor electronics;
performing, by the microcontroller, an electrochemical impedance spectroscopy (EIS) procedure to continuously generate real impedance values for the working electrode;
filtering, by the microcontroller, the real impedance values;
analyzing the real impedance values by the microcontroller to determine a stability of the real impedance values;
based on the determined stability, comparing, by the microcontroller, the real impedance values to a first threshold impedance value;
based on the comparison, determining, by the microcontroller, whether the glucose sensor data to be displayed on the display device is valid;
displaying, by the microcontroller, the glucose sensor data on the display device in response to a determination that the glucose sensor data is valid;
blanking, by the microcontroller, the glucose sensor data from the display device in response to a determination that the glucose sensor data is invalid;
comparing the real impedance values to a second threshold impedance value; and
terminating, by the microcontroller, the glucose sensor in response to the real impedance values continuously exceeding the second threshold impedance value for a predetermined period of time.
2. The method of claim 1 , wherein the first threshold impedance value is 10,000Ω.
3. The method of claim 2 , wherein the glucose sensor data is determined to be valid if the real impedance values are less than the first threshold impedance value.
4. The method of claim 1 , wherein the pre-determined period of time is the past 3 hours.
5. The method of claim 1 , wherein the second threshold impedance value is between about 10,000Ω and about 12,000Ω.
6. A method of operating a glucose sensor, comprising:
sensing, using a glucose sensor, a glucose level of a user of the glucose sensor;
generating, by a microcontroller of the glucose sensor, glucose sensor data to be displayed on a display device based on the sensed glucose level;
performing, by the microcontroller, an electrochemical impedance spectroscopy (EIS) procedure to a continuously generate real impedance values associated with the glucose sensor;
filtering, by the microcontroller, the real impedance values;
determining, by the microcontroller, a stability of the real impedance values based on the filtering of the real impedance values;
based on the determined stability, comparing, by the microcontroller, the real impedance values to a first impedance threshold;
determining, by the microcontroller, a validity of the glucose sensor data associated with the real impedance values based on the comparison;
displaying, on a display device in communication with the microcontroller, the glucose sensor data in response to the validity of the glucose sensor data determined by the microcontroller;
comparing the real impedance values to a second threshold impedance value; and
terminating, by the microcontroller, the glucose sensor in response to the real impedance values continuously exceeding a second threshold impedance for a predetermined period of time.