ROAD SURFACE CONDITION DETERMINATION METHOD AND ROAD SURFACE CONDITION DETERMINATION APPARATUS

Patent №

US 11,486,702

Granted

2022-11-01

Filed 2019

Owner

BRIDGESTONE CORPORATION

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16488654

A method of determining a road surface condition includes: acquiring, when determining a condition of a road surface being in contact with a tire from a time-varying waveform of vibration of the running tire, the time-varying waveform of vibration having been detected by a vibration detecting means, a plurality of intrinsic vibration modes, from data of the time-varying waveform of vibration of the tire, using an algorithm of empirical mode decomposition; selecting an arbitrary intrinsic vibration mode from the plurality of intrinsic vibration modes; calculating a statistic amount from the distribution of feature data calculated by performing Hilbert transform on the selected intrinsic vibration mode to set the statistic amount as a feature amount; and determining the road surface condition from the feature amount and a feature amount obtained in advance for each road surface condition.

VisionB60W 40/06G01B 17/08B60C 19/00G01W 1/00B60C 2019/004B60W 2520/00

AI classification

Vision0.95
Planning0.23
Evolutionary computation0.11
Machine learning0.04
AI hardware0.01
Natural language0.00
Knowledge representation0.00
Speech0.00

Ownership

BRIDGESTONE CORPORATION

assignment · 501640159

Assignors

ISHII, KEITA

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

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