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US Patent 11328586 V2X message processing for machine learning applications

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Is a
Patent
Patent

Patent attributes

Patent Applicant
Autotalks
Autotalks
Current Assignee
Autotalks
Autotalks
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11328586
Date of Patent
May 10, 2022
Patent Application Number
16601830
Date Filed
October 15, 2019
Patent Citations
‌
US Patent 11036370 Computer-assisted or autonomous driving vehicles social network
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US Patent 10812992 Cellular system
‌
US Patent 10992752 Sensor network configuration mechanisms
‌
US Patent 11153721 Sensor network enhancement mechanisms
Patent Primary Examiner
‌
Michael A Berns
CPC Code
‌
G08G 1/0112

Methods and systems for processing vehicle to everything (V2X) messages for use by machine learning applications are disclosed. From each of a plurality of vehicles, one or more V2X messages are received, each V2X message including vehicle-related data associated with the vehicle and the received message. A sequence of frames is generated based on the vehicle-related data from at least a subset of vehicles in the plurality of vehicles. Slices of the sequence of frames are aggregated to generate a plurality of time-lapse images. One or more time-lapse images are processed using a machine learning algorithm to generate an output indicative of a traffic-related prediction.

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