Patent ID: 11915593
Assignee: VERIZON PATENT AND LICENSING INC.
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 11:
12. A device comprising:
a memory storing instructions; and
a processor configured to execute the instructions to:
receive information relating to a plurality of vehicles in an area;
use one or more trained machine learning models to determine a likelihood of collision by one or more of the plurality of vehicles, wherein the one or more trained machine learning models are trained using a plurality of simulated collision danger situations, and wherein the one or more trained machine learning models include a machine learning model trained to predict future trajectories for particular ones of the plurality of vehicles, wherein the machine learning model is configured to use as input a first set of input elements that represent telemetry measurements for the particular ones of the plurality of vehicles and a second set of input elements that include changes in location for the particular ones of the plurality of vehicles;
identify one or more vehicles of the plurality of vehicles that are in danger of collision based on the determined likelihood of collision; and
send an alert to at least one of the identified one or more vehicles.