AUTONOMOUS VEHICLE OPERATION USING LINEAR TEMPORAL LOGIC

Patent №

US 11,577,754

Granted

2023-02-14

Filed 2020

Owner

APTIV TECHNOLOGIES LIMITED

+1 more

Lab

AI components

5

vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16892888

Techniques are provided for autonomous vehicle operation using linear temporal logic. The techniques include using one or more processors of a vehicle to store a linear temporal logic expression defining an operating constraint for operating the vehicle. The vehicle is located at a first spatiotemporal location. The one or more processors are used to receive a second spatiotemporal location for the vehicle. The one or more processors are used to identify a motion segment for operating the vehicle from the first spatiotemporal location to the second spatiotemporal location. The one or more processors are used to determine a value of the linear temporal logic expression based on the motion segment. The one or more processors are used to generate an operational metric for operating the vehicle in accordance with the motion segment based on the determined value of the linear temporal logic expression.

VisionKnowledge representationPlanningEvolutionary computationAI hardwareB60W 60/0011B60W 60/0025B60W 30/0953B60W 30/0956B60W 30/18159B60W 30/18163B60W 60/0013B60W 60/0015+9 more

AI classification

AI hardware1.00
Planning1.00
Knowledge representation0.92
Vision0.75
Evolutionary computation0.67
Natural language0.42
Machine learning0.17
Speech0.01

Ownership

APTIV TECHNOLOGIES LIMITED

assignment · 528620736

MOTIONAL AD LLC

assignment · 538600415

Assignors

WONGPIROMSARN, TICHAKORN

On an employer assignment, the assignors are typically the inventors.

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