COVERAGE GUIDED TECHNIQUE FOR BUG FINDING IN CONTROL SYSTEMS AND SOFTWARE

Patent №

US 9,798,652

Granted

2017-10-24

Filed 2015

Owner

UNIVERSITY JOSEPH FOURIER

+2 more

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14847221

A computer-implemented method for automatically identifying a faulty behavior of a control system. The method includes receiving, at a test processor, a description of the faulty behavior. The method also includes selecting, using the test processor, a goal state based on a heuristic decision. The method also includes selecting, using the test processor, a selected system state. The method also includes selecting, using the test processor, a selected variable to the control system based on the goal state. The method also includes loading, from a memory, a control model of the control system. The method also includes performing, using the test processor, a simulation of the control model using the selected variable and the selected system state as parameters of the simulation. The method also includes determining, using the test processor, whether the faulty behavior was observed based on the simulation.

AI classification

Planning1.00
Knowledge representation1.00
AI hardware0.97
Machine learning0.27
Natural language0.01
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

UNIVERSITY JOSEPH FOURIER

assignment · 365090146

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

assignment · 365630489

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 438520635

Assignors

KAPINSKI, JAMES P., DESHMUKH, JYOTIRMOY V., JIN, XIAOQING

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

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