Method for smartphone-based accident detection
First Claim
1. A method for detecting a vehicular accident event with a mobile computing device located within a vehicle, the method comprising:
- extracting a vehicle motion characteristic from at least one of a first location dataset and a first motion dataset collected at the mobile computing device during a first time period, wherein the vehicle motion characteristic describes the movement of the vehicle within a time window of the first time period;
comparing the vehicle motion characteristic to a motion characteristic threshold condition;
extracting an ambient pressure value from a pressure dataset collected at the mobile computing device during the first time period;
comparing the ambient pressure value to a pressure threshold condition;
in response to the vehicle motion characteristic satisfying the motion characteristic threshold condition and the ambient pressure value satisfying the pressure threshold condition;
retrieving an accident detection model,receiving a second motion dataset collected at the mobile computing device during a second time period, the second time period later than the first time period;
detecting the vehicular accident event with the accident detection model and the second motion dataset; and
transmitting an accident-related notification in response to detecting the vehicular accident event.
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Abstract
A method and system for detecting an accident of a vehicle, the method including: receiving a movement dataset collected at least at one of a location sensor and a motion sensor arranged within the vehicle, during a time period of movement of the vehicle, extracting a set of movement features associated with at least one of a position, a velocity, and an acceleration characterizing the movement of the vehicle during the time period, detecting a vehicular accident event from processing the set of movement features with an accident detection model, and in response to detecting the vehicular accident event, automatically initiating an accident response action.
192 Citations
12 Claims
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1. A method for detecting a vehicular accident event with a mobile computing device located within a vehicle, the method comprising:
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extracting a vehicle motion characteristic from at least one of a first location dataset and a first motion dataset collected at the mobile computing device during a first time period, wherein the vehicle motion characteristic describes the movement of the vehicle within a time window of the first time period; comparing the vehicle motion characteristic to a motion characteristic threshold condition; extracting an ambient pressure value from a pressure dataset collected at the mobile computing device during the first time period; comparing the ambient pressure value to a pressure threshold condition; in response to the vehicle motion characteristic satisfying the motion characteristic threshold condition and the ambient pressure value satisfying the pressure threshold condition; retrieving an accident detection model, receiving a second motion dataset collected at the mobile computing device during a second time period, the second time period later than the first time period; detecting the vehicular accident event with the accident detection model and the second motion dataset; and transmitting an accident-related notification in response to detecting the vehicular accident event. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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Specification