Patent ID: 11884225
Assignee: CAMBRIDGE MOBILE TELEMATICS INC.
Field: Computer technology (Electrical engineering)
Classification: CPC B  G | IPC B  G

Claim 17:
18. A non-transitory computer-readable medium storing instructions, which when executed by one or more processors, cause the one or more processors to:
receive a first set of sensor measurements, wherein sensor measurements of the first set of sensor measurements are received from a mobile device that includes an accelerometer sensor and a global positioning service (GPS) sensor, and wherein the sensor measurements of the first set of sensor measurements are associated with vehicle collisions;
extract, using a pattern analysis model, a set of motifs from the first set of sensor measurements, each motif of the set of motifs corresponding to a pattern of sensor measurements that occur during a vehicle collision;
train a machine-learning model using the set of motifs;
collect, during a collision involving a vehicle, a second set of sensor measurements using a mobile device positioned within the vehicle;
execute the machine-learning model using the second set of sensor measurements to predict a point of impact on the vehicle; and
transmit an indication of the point of impact to a remote device.