METHOD AND SYSTEM FOR RISK MODELING IN AUTONOMOUS VEHICLES

Patent №

US 10,678,250

Granted

2020-06-09

Filed 2018

Owner

ZENDRIVE, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16000675

A method for adaptive risk modeling for an autonomous vehicle, the method comprising: retrieving parameters of an identified driving mission of the autonomous vehicle; in response to the parameters of the identified driving mission, generating values of: a comparative autonomous parameter, a mix model parameter, a surrounding risk parameter, a geographic operation parameter, and a security risk parameter upon evaluating situational inputs associated with the identified driving mission with a comparative autonomous model, a mix model, a sensor-surrounding model, a geography-dependent model, and a security risk model generated using sensor and supplementary data extraction systems associated with the autonomous vehicle; upon generating values, generating a risk analysis with a rule-based algorithm; and contemporaneously with execution of the identified driving mission, implementing a response action associated with control of the autonomous vehicle, based upon the risk analysis.

Machine learningKnowledge representationPlanningAI hardwareB60W 60/00188B60W 30/00B60W 40/09B60W 50/0098B60W 60/0053B60W 60/0059B64D 11/0624G08G 1/0112+19 more

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.97
Vision0.02
Natural language0.00
Speech0.00
Evolutionary computation0.00

Ownership

ZENDRIVE, INC.

assignment · 464050831

Assignors

MATUS, JONATHAN, RISBOOD, PANKAJ

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

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