DRIVING PATH DETERMINATION FOR AUTONOMOUS VEHICLES

Patent №

US 9,898,005

Granted

2018-02-20

Filed 2016

Owner

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

+1 more

Lab

AI components

4

ml · vision · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15192032

A method of autonomous driving includes identifying, from detected information about an environment surrounding a vehicle on a roadway, a lateral surface profile of the roadway. Based on the lateral surface profile of the roadway, vertical wheel positions at identified candidate future lateral positions of the vehicle are determined. Based on the determined vertical wheel positions, as part of a driving path along the roadway, future lateral positions of the vehicle from among the identified candidates therefor are determined using an energy function that algorithmically favors low vertical wheel positions.

Machine learningVisionPlanningEvolutionary computationG05D 1/0212B60W 30/08B60W 30/095B60W 30/18163B60W 30/00

AI classification

Planning1.00
Evolutionary computation1.00
Machine learning0.99
Vision0.92
Natural language0.05
Knowledge representation0.01
AI hardware0.00
Speech0.00

Ownership

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

assignment · 390410531

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 449750323

Assignors

MEI, XUE, HARADA, MASAHIRO, PROKHOROV, DANIL V.

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

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