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US Patent 12122372 Collision avoidance/mitigation by machine learning and automatic intervention

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Contents

Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
121223720
Patent Inventor Names
R. Kemp Massengill0
David E. Newman0
Date of Patent
October 22, 2024
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Patent Application Number
184359010
Date Filed
February 7, 2024
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Patent Citations
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US Patent 8112225 Method and system for collision avoidance
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US Patent 8788176 Adjustable threshold for forward collision warning system
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US Patent 8849515 Steering assist in driver initiated collision avoidance maneuver
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US Patent 8874300 Systems and methods for obstacle avoidance
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US Patent 8880296 Techniques for improving safe operation of a vehicle
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US Patent 8948955 System and method for predicting behaviors of detected objects
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US Patent 9031743 Collision avoidance device
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US Patent 9031761 Driving assist apparatus for a vehicle
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Patent Primary Examiner
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Peter D Nolan
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CPC Code
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B60W 2420/60
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B60W 2552/05
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B60W 2554/00
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B60W 2554/4041
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B60W 2554/80
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B60W 2554/801
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B60W 2554/802
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B60W 2554/804
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Patent abstract

A first vehicle in traffic can use machine learning and artificial intelligence to detect an imminent collision with a second vehicle or other object. A well-trained AI algorithm can select a sequence of actions (braking, swerving, or accelerating—depending on the specific kinetics) to avoid the collision if possible, and to reduce or minimize the harm if unavoidable. With proper training, the AI model may also infer the intent and future actions of the second vehicle, as well as potential interference of other traffic agents. A good algorithm can also infer the intent of the driver of the first vehicle, for example based on prior driving habits. The AI algorithm may be implemented in a processor on the subject vehicle, potentially in communication with another processor at a fixed site such as a local access point or a central supercomputer. With super-fast AI solutions, lives will be saved!

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