S. Bouras et al., MIXED ANALOG-DIGITAL FUZZY-LOGIC CONTROLLER WITH CONTINUOUS-AMPLITUDEFUZZY INFERENCES AND DEFUZZIFICATION, IEEE transactions on fuzzy systems, 6(2), 1998, pp. 205-215
A fuzzy logic controller has been realized using mixed analog-digital
CMOS very large scale integration (VLSI) circuits for application in c
ases where the input and output variables are in analog form. It emplo
ys a new architecture where time sweeping of variables allows continuo
us-amplitude evaluation of fuzzy inferences and defuzzification during
each evaluation cycle without having to discretize input and output v
ariables. Direct processing of the analog input signal is used to obta
in the corresponding crisp value; the digital portion is used only for
programmability. No A/D and D/A converters are needed. The controller
can handle three inputs, one output, and 25 programmable fuzzy rules.
The test IC chips were fabricated using 0.7-mu m CMOS technology. A c
ontrol problem of stabilizing a ping-pong bah in a tube with a control
lable air flow has been successfully demonstrated.