ASSESSING ROAD TRAFFIC SPEED USING DATA FROM MULTIPLE DATA SOURCES

Patent №

US 8,909,463

Granted

2014-12-09

Filed 2014

Owner

INRIX, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14170179

Techniques are described for assessing road traffic conditions in various ways based on obtained traffic-related data, such as data samples from vehicles and other mobile data sources traveling on the roads and/or from one or more other sources (such as physical sensors near to or embedded in the roads). The road traffic conditions assessment based on obtained data samples may include various filtering and/or conditioning of the data samples, and various inferences and probabilistic determinations of traffic-related characteristics of interest from the data samples. In some situations, the inferences include repeatedly determining current traffic flow characteristics and/or predicted future traffic flow characteristics for road segments of interest during time periods of interest, such as to determine average traffic speed, traffic volume and/or occupancy, and include weighting various data samples in various ways (e.g., based on a latency of the data samples and/or a source of the data samples).

Machine learningPlanningAI hardwareG08G 1/00G01C 21/3691G08G 1/0104G08G 1/0112G08G 1/0116G08G 1/012G08G 1/0129G08G 1/0133+2 more

AI classification

AI hardware1.00
Machine learning0.97
Planning0.83
Vision0.28
Knowledge representation0.13
Natural language0.03
Evolutionary computation0.00
Speech0.00

Ownership

INRIX, INC.

assignment · 333760799

Assignors

CHAPMAN, CRAIG H., PARIKH, KUSH G., DOWNS, OLIVER B., CAHN, ROBERT C., HERSCH, JESSE S.

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

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