| CPC G06F 3/0488 (2013.01) [G06F 3/0412 (2013.01); G06F 3/0414 (2013.01); G01L 5/162 (2013.01); G01L 5/164 (2013.01); G01L 5/165 (2013.01); G01L 5/167 (2013.01); G06F 2203/04105 (2013.01); H04M 2250/22 (2013.01)] | 20 Claims |

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1. A device, comprising:
at least one sensor; and
a controller operable, in a classification operation, to determine whether a candidate input sensor signal derived from the at least one sensor has a given characteristic,
wherein:
the classification operation comprises employing a classification model to determine whether a signal sequence extracted from the candidate input sensor signal belongs to one or more categories defined by the classification model;
the controller is operable to:
populate a feature vector by extracting defined features from the signal sequence;
once the feature vector has been populated, determine whether the signal sequence belongs to said one or more categories based on the populated feature vector; and then
clear the feature vector so that it can be repopulated for a subsequent signal sequence.
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