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.
