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US 2022/0034671 A1Published application
Method and system for risk determination of a route
AssigneeZendrive, Inc.
InventorsJayanta Kumar Pal, Vishal Verma, Shivam Singh, Pankaj Risbood, Jonathan Matus
Life of this patent
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Abstract
A method for risk determination of a route includes collecting a set of inputs and determining a set of risk scores. Additionally, the method can include any or all of: processing the set of inputs; organizing the set of inputs; determining a model based on the set of inputs; determining a set of risk scores; producing an outputs based on the set of risk scores; and/or any other suitable processes.
Claims20
A method comprising:
- receiving motion information from a set of mobile user devices, the motion information comprising location data and device handling information;
- determining a set of near-miss events based on the motion information;
- determining a set of collision events for each of a first and second series of route segments;
- and
- with a model, determining a segment risk score for each of the first and second series of route segments based on the set of near-miss events and the set of collision events;
- aggregating the segment risk scores of the first and second series of route segments to determine a first and second route risk score, respectively;
- selecting a route based on the first and second route risk scores;
- and
- providing navigation instructions at a second set of mobile user devices based on the route.
6 more elements
A method comprising:
- determining a motion dataset with a mobile user device, the motion dataset comprising:
- an inertial dataset and a location dataset;
- based on the motion dataset, determining vehicle movement features and mobile device motion features comprising device handling information;
- with a model, based on the vehicle movement features and the mobile device motion features, determining a set of near-collision events;
- for each of a series of route segments along a vehicle route, determining a segment risk score based on the set of near-collision events;
- and
- aggregating the series of segment risk scores to determine a route risk score.
4 more elements
Dependencies are inferred from the claim text.