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公开(公告)号：US12284461B2
公开(公告)日：2025-04-22
申请号：US18420976
申请日：2024-01-24
Applicant: Geotab Inc.
Inventor： William John Ballantyne , Javed Siddique , Willem Petersen
Abstract: A synchronized data set is generated from multiple asynchronous data sets. An interpolated data set is generated for each asynchronous data set, at a higher data rate than recorded data rates for the asynchronous data sets. The interpolated data for each data set is then sampled at a lower data rate which is common to all the interpolated data sets. The sampled data points are synchronized between the different data sets, such that the sampled data points represent a synchronized data set. Input telematic data can be reduced to inflection points in the telematic data, and interpolation and sampling of asynchronous data sets can be limited to threshold time periods around the inflection points.
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公开(公告)号：US12036998B2
公开(公告)日：2024-07-16
申请号：US18111951
申请日：2023-02-21
Applicant: Geotab Inc.
Inventor： Yifeng Ge , Mohammad Salman Sabahi , Vinay Kiran Manjunath , Willem Petersen
CPC classification number: B60W40/13 , G07C5/008 , B60W2556/10 , B60W2556/45
Abstract: Disclosed herein are methods for determining an estimated weight of a vehicle. The methods comprise operating at least one processor to: receive vehicle data associated with the vehicle, the vehicle data comprising a plurality of vehicle parameters collected during operation of the vehicle; identify one or more vehicle maneuvers based on the vehicle data, each vehicle maneuver being associated with a portion of the vehicle data; and use at least one machine learning model to determine the estimated weight of the vehicle based on the portion of the vehicle data associated with each of the one or more vehicle maneuvers, the at least one machine learning model trained using training data associated with a plurality of previous vehicle maneuvers. Also disclosed are systems for implementing methods of the present disclosure.
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Patent Agency Ranking
公开(公告)号：US12026667B2
公开(公告)日：2024-07-02
申请号：US18134466
申请日：2023-04-13
Applicant: Geotab Inc.
Inventor： Robert Spencer Hockin , Willem Petersen , Robert Bradley
CPC classification number: G06Q10/087 , G06F16/2379 , G06N20/00 , G07C5/008 , G07C5/02 , G07C5/0808 , G07C5/085
Abstract: Methods, systems, and devices for data capture instructions for asset tracking are provided. An example method for capturing data involves obtaining raw data from a data source onboard an asset and monitoring the raw data for satisfaction of a simplified data capture trigger. When the simplified data capture trigger is satisfied, a dataset simplification algorithm is performed on the raw data to generate a simplified set of raw data, and the simplified set of raw data is logged. The method further involves monitoring the raw data for satisfaction of a rich data capture trigger. When the rich data capture trigger is satisfied, an unsimplified block of raw data is identified and logged for rich data analysis. The data is transmitted to a server. The unsimplified block of raw data contains raw data that is additional to the raw data contained in the simplified set of raw data.
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公开(公告)号：US20240109548A1
公开(公告)日：2024-04-04
申请号：US18111951
申请日：2023-02-21
Applicant: Geotab Inc.
Inventor： Yifeng Ge , Mohammad Salman Sabahi , Vinay Kiran Manjunath , Willem Petersen
CPC classification number: B60W40/13 , G07C5/008 , B60W2556/10 , B60W2556/45
Abstract: Disclosed herein are methods for determining an estimated weight of a vehicle. The methods comprise operating at least one processor to: receive vehicle data associated with the vehicle, the vehicle data comprising a plurality of vehicle parameters collected during operation of the vehicle; identify one or more vehicle maneuvers based on the vehicle data, each vehicle maneuver being associated with a portion of the vehicle data; and use at least one machine learning model to determine the estimated weight of the vehicle based on the portion of the vehicle data associated with each of the one or more vehicle maneuvers, the at least one machine learning model trained using training data associated with a plurality of previous vehicle maneuvers. Also disclosed are systems for implementing methods of the present disclosure.
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公开(公告)号：US20240071230A1
公开(公告)日：2024-02-29
申请号：US18504481
申请日：2023-11-08
Applicant: Geotab Inc.
Inventor： Willem Petersen , Harjot Singh Parmar , Amish Vijay Patel , Meghan Frances Fotak , Paul Stobbe , Robert Spencer Hockin
CPC classification number: G08G1/166 , G06F18/2431 , G06Q40/08 , G06V20/58 , G06V20/588 , G06V20/597 , G08G1/167
Abstract: Described herein are examples of a computerized method that comprises: in response to obtaining information regarding a potential collision between a vehicle and an object, obtaining data describing the vehicle for a time period extending before and after a time of the potential collision. The method may determine a likelihood that the potential collision is a non-collision event based on the data describing the vehicle by performing one or more assessments. The assessments may include telematics monitor assessment, driver behavior assessment, road surface feature assessment, trip correlation assessment, and/or context assessment. In response to determining that the likelihood indicates that the potential collision is not a non-collision event, the method may trigger one or more actions responding to the potential collision.
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公开(公告)号：US11550337B2
公开(公告)日：2023-01-10
申请号：US17008151
申请日：2020-08-31
Applicant: Geotab Inc.
Inventor： Robert Spencer Hockin , Willem Petersen , Robert Bradley
IPC: G05D1/02 , H04W4/029 , G06F16/9035 , G05D1/00
Abstract: Methods, systems, and devices for data capture trigger configuration for asset tracking are provided. Another example method capturing raw data involves obtaining a rich data capture trigger that defines when a controller of an asset tracking device onboard an asset is to identify and log an unsimplified block of raw data in raw data on the asset tracking device for rich data analysis, transmitting data capture instructions to the asset tracking device that contains the rich data capture trigger, and receiving the simplified set of raw data and the unsimplified block of raw data from the asset tracking device.
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公开(公告)号：US11525728B1
公开(公告)日：2022-12-13
申请号：US17532209
申请日：2021-11-22
Applicant: Geotab Inc.
Inventor： Willem Petersen , Harjot Singh Parmar , Muhammad Junaid Gill
Abstract: Systems and methods for determining an estimated weight of a vehicle are provided. The system includes at least one data storage and at least one processor. The at least one data storage is configured to store vehicle data associated with the vehicle. The at least one processor is configured to: identify a plurality of vehicle maneuvers based on the vehicle data, each vehicle maneuver being associated with a portion of the vehicle data, each portion of the vehicle data comprising a measured torque profile; generate a plurality of simulated torque profiles for each vehicle maneuver; generate a plurality of error profiles, an error profile being generated for each vehicle maneuver based on differences between the plurality of simulated torque profiles and the measured torque profile corresponding to that vehicle maneuver; and determine the estimated weight of the vehicle based on the plurality of error profiles.
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