Fuzzy logic method for adaptively evaluating the validity of...

Data processing: artificial intelligence – Knowledge processing system – Knowledge representation and reasoning technique

Reexamination Certificate

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C706S001000, C706S002000, C706S003000, C706S004000, C706S005000, C706S006000, C706S007000, C706S008000, C706S009000, C706S014000, C706S045000, C700S050000, C700S052000, C700S054000

Reexamination Certificate

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06898585

ABSTRACT:
Machine operators rely on intuition and experience to evaluate vehicle performance. As we increasingly turn to automation, it is important to automatically evaluate sensor data and system performance. Fuzzy logic allows us to take advantage of domain knowledge to evaluate data and to describe a system linguistically. In this application a fuzzy quality module evaluates output from a noisy sensor. It compares the sensor data with an estimated sensor value, and based on that comparison, dynamically adapts a fuzzy logic rulebase used to determine whether the sensor value is valid or not.

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PhaniShankar, C.V., Fuzzy Rules for Automated Sensor Self-Validation and Confidence Measure, Jun. 28, 2000, Proceedings of the 2000 American Control Conference, vol. 6, p. 2912-16.

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