公开(公告)号：US10829071B1

公开(公告)日：2020-11-10

申请号：US16504658

申请日：2019-07-08

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Scott T. Christensen ,  David James Dosher ,  Sunish Shreenarayan Menon ,  Susan M. Dunham

IPC: B60Q5/00 ,  B60R21/0132 ,  G07C5/00 ,  B60Q1/52 ,  H04W4/90 ,  H04L12/58

Abstract: A method and system may identify vehicle collisions in real-time or at least near real-time based on statistical data collected from previous vehicle collisions. The statistical data may be used to train a machine learning model for identifying whether a portable computing device is in a vehicle collision based on sensor data from the portable computing device. The machine learning model may be trained based on a first subset of sensor data collected from vehicle trips involved in vehicle collisions and a second subset of sensor data collected from vehicle trips not involved in vehicle collisions. When a current set of sensor data is obtained from a portable computing device in a vehicle, the current set of sensor data is compared to the machine learning model to determine whether the portable computing device is in a vehicle involved in a vehicle collision.

公开(公告)号：US10814812B1

公开(公告)日：2020-10-27

申请号：US16692410

申请日：2019-11-22

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Scott T. Christensen ,  David James Dosher ,  Sunish Shreenarayan Menon ,  Susan M. Dunham

IPC: B60R21/0132 ,  G07C5/00 ,  H04L12/58

Abstract: A method and system may identify vehicle collisions in real-time or at least near real-time based on statistical data collected from previous vehicle collisions. A user's portable computing device may obtain sensor data from sensors in the portable computing device and compare the sensor data to a statistical model indicative of a vehicle collision, where the statistical model includes sensor data characteristics which correspond to the vehicle collision. Each sensor data characteristic may have a threshold value, the portable computing device may compare a value for the sensor data characteristic to the threshold value. If the portable computing device identifies a vehicle collision based on the comparison, the portable communication device may display collision information. Further, notifications may be sent to emergency contacts and/or emergency personnel to provide assistance to the user.

公开(公告)号：US10399523B1

公开(公告)日：2019-09-03

申请号：US15890931

申请日：2018-02-07

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Scott T. Christensen ,  David J. Dosher ,  Sunish Shreenarayan Menon ,  Susan M. Dunham

IPC: G07C5/00 ,  B60R21/0132 ,  H04L12/58

Abstract: A method and system may identify vehicle collisions in real-time or at least near real-time based on statistical data collected from previous vehicle collisions. A user's portable computing device may obtain sensor data from sensors in the portable computing device and compare the sensor data to a statistical model indicative of a vehicle collision, where the statistical model includes sensor data characteristics which correspond to the vehicle collision. Each sensor data characteristic may have a threshold value, the portable computing device may compare a value for the sensor data characteristic to the threshold value. If the portable computing device identifies a vehicle collision based on the comparison, notifications may be sent to emergency contacts and/or emergency personnel to provide assistance to the user.

公开(公告)号：US09925940B1

公开(公告)日：2018-03-27

申请号：US15161524

申请日：2016-05-23

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Scott T. Christensen ,  David J. Dosher ,  Sunish Shreenarayan Menon ,  Susan M. Dunham

IPC: B60R21/0132 ,  G07C5/00 ,  H04L12/58

CPC classification number: B60R21/0132 ,  B60Q1/525 ,  B60R21/0136 ,  B60R2021/0027 ,  B60R2021/01322 ,  B60W2040/0818 ,  G07C5/008 ,  G08G1/205 ,  H04L51/046 ,  H04W76/50

Abstract: A method and system may identify vehicle collisions in real-time or at least near real-time based on statistical data collected from previous vehicle collisions. A user's portable computing device may obtain sensor data from sensors in the portable computing device and compare the sensor data to a statistical model indicative of a vehicle collision, where the statistical model includes sensor data characteristics which correspond to the vehicle collision. The sensor data characteristics may include several threshold sample rate ranges at which another sensor data characteristic is measured and for each of the threshold sample rate ranges, a different threshold value for the other sensor data characteristic. If the portable computing device identifies a vehicle collision based on the comparison, notifications may be sent to emergency contacts and/or emergency personnel to provide assistance to the user.

公开(公告)号：US09457754B1

公开(公告)日：2016-10-04

申请号：US14797496

申请日：2015-07-13

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Scott T. Christensen ,  David J. Dosher ,  Sunish S. Menon ,  Susan M. Dunham

IPC: B60R21/0136 ,  B60Q1/52 ,  B60R21/00 ,  B60W40/08

CPC classification number: B60R21/0132 ,  B60Q1/525 ,  B60R21/0136 ,  B60R2021/0027 ,  B60R2021/01322 ,  B60W2040/0818 ,  G07C5/008 ,  G08G1/205 ,  H04L51/046 ,  H04W76/50

Abstract: A method and system may identify vehicle collisions in real-time or at least near real-time based on statistical data collected from previous vehicle collisions. A user's portable computing device may obtain sensor data from sensors in the portable computing device and compare the sensor data to a statistical model indicative of a vehicle collision. If the portable computing device identifies a vehicle collision based on the comparison, notifications may be sent to emergency contacts and/or emergency personnel to provide assistance to the user.

Abstract translation: 方法和系统可以基于从先前的车辆碰撞收集的统计数据来实时或至少近实时地识别车辆碰撞。 用户的便携式计算设备可以从便携式计算设备中的传感器获得传感器数据，并将传感器数据与指示车辆碰撞的统计模型进行比较。 如果便携式计算设备基于比较来识别车辆碰撞，则可以将通知发送到紧急联系人和/或紧急人员以向用户提供帮助。