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US Patent 11042163 Guiding vehicles through vehicle maneuvers using machine learning models

Patent 11042163 was granted and assigned to NVIDIA on June, 2021 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent
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Patent attributes

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
110421630
Patent Inventor Names
Urs Muller0
Artem Provodin0
Chenyi Chen0
Date of Patent
June 22, 2021
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Patent Application Number
162410050
Date Filed
January 7, 2019
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Patent Citations
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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 10139831 Vehicle system and vehicle controller for controlling vehicle
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US Patent 10289469 Reliability enhancement utilizing speculative execution systems and methods
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US Patent 10372136 Local trajectory planning method and apparatus for smart vehicles
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US Patent 10489972 Realistic 3D virtual world creation and simulation for training automated driving systems
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US Patent 10625748 Approaches for encoding environmental information
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Patent Citations Received
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US Patent 12093824 Distance to obstacle detection in autonomous machine applications
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US Patent 12013473 Leveraging spectral diversity for machine learning-based estimation of radio frequency signal parameters
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US Patent 12072442 Object detection and detection confidence suitable for autonomous driving
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US Patent 12073325 Distance estimation to objects and free-space boundaries in autonomous machine applications
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US Patent 12077190 Efficient safety aware path selection and planning for autonomous machine applications
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US Patent 12086208 Measuring the effects of augmentation artifacts on a machine learning network
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US Patent 11537139 Determining drivable free-space for autonomous vehicles
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US Patent 11604967 Stereo depth estimation using deep neural networks
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Patent Primary Examiner
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Hunter B. Lonsberry
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Patent abstract

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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