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公开(公告)号：US12017583B2
公开(公告)日：2024-06-25
申请号：US17989564
申请日：2022-11-17
Applicant: Cambridge Mobile Telematics Inc.
Inventor： Brad Cordova , Rafi Finegold , Kevin Farrell
Abstract: A method includes collecting motion data from a sensor of a mobile device disposed in a vehicle and processing, using at least one of a processor of the mobile device or a server remote from the mobile device, the motion data to identify a user of the mobile device as a driver of the vehicle. The method also includes detecting, using the motion data and at least one of the processor or the server, a hard braking event, generating an alert based on the detection of the hard braking event, and notifying the user, through the mobile device, of the hard braking event using the alert.
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公开(公告)号：US11961340B2
公开(公告)日：2024-04-16
申请号：US18111324
申请日：2023-02-17
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Rafi Finegold , Dan Shiebler , Eddie Vaisman
CPC classification number: G07C5/008 , B60W40/09 , G06Q40/08 , G07C5/0816 , G07C5/0841 , H04W4/44
Abstract: A system for reporting accident data includes: a mobile device having a plurality of sensors; a memory; and a processor coupled to the memory. The processor is configured to perform operations including: operating the plurality of sensors to collect driving data; receiving the driving data collected over a plurality of time intervals from at least one of the plurality of sensors in the mobile device of a user during a trip in a vehicle, assigning the driving data to the trip; receiving input indicating the trip is associated with an accident, wherein the input includes additional data associated with the accident; transmitting the driving data assigned to the trip associated with the accident; and transmitting the additional data associated with the accident.
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公开(公告)号：US11363411B2
公开(公告)日：2022-06-14
申请号：US16453572
申请日：2019-06-26
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Sanujit Sahoo , Nicholas Arcolano
Abstract: According to some embodiments of the invention, movement measurements may be obtained from a movement sensor (e.g., an accelerometer) of a mobile device in a vehicle. In addition, location measurements may be obtained from a location sensor (e.g., a GPS) of the mobile device in the vehicle. The movement measurements and the location measurements may be cross-referenced to each other to remove erroneous measurements, such as physically impossible measurements. The remaining measurements may be used to draw conclusions about the movements or locations, such as to identify a movement event (e.g., a braking event, an acceleration event, or the like).
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公开(公告)号：US11237184B2
公开(公告)日：2022-02-01
申请号：US17076713
申请日：2020-10-21
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Sanujit Sahoo
Abstract: A system for pattern-based identification of a driver of a vehicle includes a mobile device; and a server configured to communicate with the mobile device. The mobile device collects movement information during a driving trip via one or more sensors in the mobile device, and communicates the collected movement information to a server. The server analyzes the movement information via a classifier, identifies driving features for the driver based at least in part on the analysis of the movement information, creates an identification model for the driver based on identified driving features, and stores the identification model.
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公开(公告)号：US20210394765A1
公开(公告)日：2021-12-23
申请号：US17357958
申请日：2021-06-24
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Rafi Finegold , Dan Shiebler , Sam Cecala
Abstract: Embodiments of the present invention utilize mobile devices to provide information on a user's behaviors during transportation. For example, a mobile device carried by a user can be used to detect and analyze driving behaviors during trips in vehicles. The mobile device can further be used to assign and display scores relating to the driving behaviors, scores for individual trips, and an overall driving score for the particular user.
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Patent Agency Ranking
公开(公告)号：US11134360B2
公开(公告)日：2021-09-28
申请号：US15486053
申请日：2017-04-12
Applicant: Cambridge Mobile Telematics Inc.
Inventor： Brad Cordova , Sanujit Sahoo , Sushrut Karnik
Abstract: A method of orienting a mobile device to a vehicle includes determining an orientation of a gravity vector and aligning a first axis of the mobile device with respect to the gravity vector. The method also includes determining an orientation of a magnetic direction and aligning a second axis of the mobile device with respect to the magnetic direction. The method further includes determining a direction of travel for the vehicle and orienting the mobile device to the vehicle.
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公开(公告)号：US20250031016A1
公开(公告)日：2025-01-23
申请号：US18907059
申请日：2024-10-04
Applicant: Cambridge Mobile Telematics Inc.
Inventor： Brad Cordova , Sanujit Sahoo , Sushrut Karnik
Abstract: Techniques for identifying mobile device use by a driver of a vehicle during a driving event are provided. In an example, motion data collected by one or more sensors of a mobile device during a driving event are obtained. Using the motion data, the motion data is reoriented to the reference frame of the vehicle. From the reoriented motion data, it is determined that the mobile device moved toward a driver's side of the vehicle and a front screen of the mobile device faced the driver's side of the vehicle during the driving event. Based on the movement and orientation of the mobile device toward the driver's side, a use of the mobile device by the driver is identified.
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公开(公告)号：US12071140B2
公开(公告)日：2024-08-27
申请号：US17357958
申请日：2021-06-24
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Rafi Finegold , Dan Shiebler , Sam Cecala
CPC classification number: B60W40/09 , G07C5/0858 , G09B19/167 , H04W4/027 , G07C5/008
Abstract: Embodiments of the present invention utilize mobile devices to provide information on a user's behaviors during transportation. For example, a mobile device carried by a user can be used to detect and analyze driving behaviors during trips in vehicles. The mobile device can further be used to assign and display scores relating to the driving behaviors, scores for individual trips, and an overall driving score for the particular user.
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公开(公告)号：US11546733B2
公开(公告)日：2023-01-03
申请号：US17220886
申请日：2021-04-01
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Sushrut Karnik
Abstract: A method for determining a transportation mode acquires magnetometer and speed data from a mobile device, correlates the magnetometer to the speed data in groupings, and performs spectral analysis on the groups of magnetometer data. Energy calculated for each of a set of frequency components obtained from the spectral analysis is compared to a baseline value to generate a difference, and a transportation mode type is assigned to the vehicle based on the difference.
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公开(公告)号：US11338733B2
公开(公告)日：2022-05-24
申请号：US16249164
申请日：2019-01-16
Applicant: CAMBRIDGE MOBILE TELEMATICS INC.
Inventor： Brad Cordova , Rafi Finegold , Dan Shiebler
Abstract: A method for determining usage of a mobile device in a vehicle by a user includes receiving a first value indicating an “off” state of a screen at a first time, operating at least one sensor of the mobile device to obtain first movement measurements, and classifying the first movements as usage movements. The method also includes generating an indication of mobile device usage, receiving a second value indicating an “on” state of the screen at a second time, operating the at least one sensor to obtain second movement measurements, and classifying the second movements as usage movements or non-usage movements. The method further includes maintaining the indication of mobile device usage in response to the second movements being classified as usage movements or changing the indication of mobile device usage to an indication of mobile device non-usage in response to the second movements being classified as non-usage movements.
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