MANAGING SELF-DRIVING BEHAVIOR OF AUTONOMOUS OR SEMI-AUTONOMOUS VEHICLE BASED UPON ACTUAL DRIVING BEHAVIOR OF DRIVER

Patent №

US 11,623,649

Granted

2023-04-11

Filed 2022

Owner

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17848232

A system and method for measuring a driver's actual driving behaviors (e.g., acceleration, deceleration) in a manual driving mode to determine their preferred driving style, and then causing an autonomous or semi-autonomous vehicle to operate itself, within limits, in accordance with the drivers' driving style when operating in a self-driving mode, thereby providing a more familiar and comfortable driving experience for the driver. Data is collected on the actual driving behavior, any pre-existing data is accessed on the actual driving behavior, and the collected data and the pre-existing data are combined. A custom control is then created based upon the combined data, and the custom control is applied to manage the self-driving behavior of the autonomous or semi-autonomous vehicle in a self-driving mode. Additional data continues to be collected on the actual driving behavior, and the custom control is adjusted based upon the collected additional data.

Knowledge representationPlanningB60W 40/09B60W 50/0098G05D 1/0088G06Q 40/08B60W 2050/0075B60W 2050/0088B60W 2556/10B60W 2556/45

AI classification

Planning1.00
Knowledge representation0.88
Machine learning0.14
AI hardware0.01
Natural language0.00
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

assignment · 603030297

Assignors

HARR, JOSEPH, FIELDS, BRIAN M., MYERS, JEREMY

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

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