| CPC G07C 5/085 (2013.01) [B60W 50/0205 (2013.01); G07C 5/0816 (2013.01)] | 32 Claims |
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1. A system to improve performance of anomaly detection in a vehicle, comprising:
a memory; and
one or more processors, wherein the one or more processors are configured to execute machine readable instructions stored in the memory for causing the one or more processors to:
monitor use of an anomaly detection mechanism, wherein the anomaly detection mechanism detects at least one of abnormal driving behavior or environment anomalies;
based on the monitoring, record metadata associated with the anomaly detection mechanism;
compare the metadata associated with the anomaly detection mechanism to driving behavior performed by the vehicle;
detect characteristic differences between the driving behavior performed by the vehicle and suggested vehicle operations in association with the anomaly detection,
wherein the characteristic differences are measured in excess of a threshold value for a location or a situation known to cause inaccurate performance responses of the anomaly detection mechanism, and
wherein the characteristic differences correspond with a decreased performance during monitored use of the anomaly detection mechanism;
based on the characteristic differences exceeding the threshold value, revise an anomaly detection rule for the location or the situation known to cause the inaccurate performance responses; and
reuse the anomaly detection mechanism with the revised anomaly detection rule.
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