CPC H04B 17/00 (2013.01) [A61B 5/002 (2013.01); A61B 5/14503 (2013.01); A61B 5/14532 (2013.01); A61B 5/14546 (2013.01); A61B 5/1473 (2013.01); A61B 2560/0223 (2013.01); G16H 10/40 (2018.01); G16H 40/60 (2018.01); G16H 40/67 (2018.01)] | 20 Claims |
1. A computer implemented method, comprising:
receiving a set of analyte sensor data taken over a first time period after initialization of a sensor;
performing a sliding window analysis on the set of analyte sensor data, wherein performing the sliding window analysis comprises extracting a first sensor data characteristic for a first window of the set of analyte sensor data, wherein the first window starts at a first start time, ends at a first end time, and has a first duration less than the first time period;
determining a probability of existence of signal attenuation associated with a decline in analyte sensor response based on the first sensor data characteristics; and
comparing the determined probability of existence of signal attenuation to a predetermined threshold value.
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