FUZZY MICROCONTROLLER FOR COMPLEX NONLINEAR SIGNAL RECOGNITION

Patent №

US 5,673,365

Granted

1997-09-30

Filed 1995

Owner

ADAPTIVE LOGIC, INC.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08408807

An arrangement (apparatus and method) using fuzzy logic for performing signal processing functions to determine the occurrence of an event, such as a vehicle crash. An acceleration sensor signal is fuzzified by comparison with dynamic membership functions having adjustable centers from feedback inputs. Each crisp input is fuzzified by determining the distance of the crisp input from the center of the membership function and linearly complementing the result with respect to the width of the membership function, thereby eliminating the necessity for determining the shape of the membership function. The dynamic membership functions are used to generate an average level signal, and an accummulated energy signal. A crash detection signal is generated after a comparison between the dynamically-adjusted average level and accummulated energy signals. The uses of the dynamic membership functions provide reliable detection and a low-cost implementation.

Machine learningVisionPlanningAI hardwareB60R 21/01332A47L 9/2805A47L 9/2894B60R 21/0132G01P 15/0891G06N 7/04Y10S 706/90Y10S 706/905

AI classification

AI hardware0.98
Planning0.72
Vision0.70
Machine learning0.54
Knowledge representation0.03
Speech0.01
Natural language0.00
Evolutionary computation0.00

Ownership

ADAPTIVE LOGIC, INC.

assignment · 74110644

Assignors

BASEHORE, PAUL, ZIEMACKI, MIKE

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

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