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US Patent 11609572 Guiding vehicles through vehicle maneuvers using machine learning models

Patent 11609572 was granted and assigned to Nvidia on March, 2023 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent
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Patent attributes

Patent Applicant
NVIDIA
NVIDIA
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Current Assignee
NVIDIA
NVIDIA
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
116095720
Patent Inventor Names
Urs Muller0
Artem Provodin0
Chenyi Chen0
Date of Patent
March 21, 2023
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Patent Application Number
173223650
Date Filed
May 17, 2021
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Patent Citations
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US Patent 10139831 Vehicle system and vehicle controller for controlling vehicle
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US Patent 10007269 Collision-avoidance system for autonomous-capable vehicle
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US Patent 10053091 Spring system-based change lane approach for autonomous vehicles
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US Patent 10133274 Adaptive road model manager
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US Patent 10134278 Autonomous vehicle application
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US Patent 10137896 Method and system for operating autonomous driving vehicles using graph-based lane change guide
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US Patent 10157331 Systems and methods for image preprocessing to improve accuracy of object recognition
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US Patent 10289469 Reliability enhancement utilizing speculative execution systems and methods
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Patent Primary Examiner
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Mathew Franklin Gordon
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CPC Code
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G06N 3/0454
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G06N 3/08
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B60W 30/00
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B60W 30/18154
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B60W 2420/42
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B60W 2420/52
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B62D 15/02
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B62D 15/025
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In various examples, a trigger signal may be received that is indicative of a vehicle maneuver to be performed by a vehicle. A recommended vehicle trajectory for the vehicle maneuver may be determined in response to the trigger signal being received. To determine the recommended vehicle trajectory, sensor data may be received that represents a field of view of at least one sensor of the vehicle. A value of a control input and the sensor data may then be applied to a machine learning model(s) and the machine learning model(s) may compute output data that includes vehicle control data that represents the recommended vehicle trajectory for the vehicle through at least a portion of the vehicle maneuver. The vehicle control data may then be sent to a control component of the vehicle to cause the vehicle to be controlled according to the vehicle control data.

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