Title :
Architecture of a mixed mode fuzzy controller
Author :
Ungering, Ansgar P. ; Herbst, Dieter ; Weyergraf, Anselm ; Goser, Karl
Author_Institution :
Dortmund Univ., Germany
Abstract :
We present an architecture of a mixed mode fuzzy controller. This new architecture needs no A/D or D/A converters. The fuzzification and defuzzification are implemented in analog technique, while the inference unit operates in digital. So the advantages of analog and digital methods can be used. The new idea of this architecture is to use pointers instead of the analog values. So it is possible to use a digital inference unit and the analog signals can be switched directly from the fuzzification unit to the defuzzification unit without distortion by the inference unit. A prototype has been implemented using field programmable gate arrays for the digital part and Op-amps for the analog part. We used 5 membership functions for each of the 4 inputs and 5 singletons for the output. The degree of overlap of the membership functions is limited to 2
Keywords :
field programmable gate arrays; fuzzy control; intelligent control; microcontrollers; mixed analogue-digital integrated circuits; programmable controllers; analog signals; architecture; defuzzification; digital inference unit; field programmable gate arrays; fuzzification; membership functions; mixed mode fuzzy controller; Analog-digital conversion; Automatic frequency control; Digital-to-frequency converters; Distortion; Fuzzy control; Fuzzy logic; Hardware; Inference algorithms; Signal processing algorithms; Wires;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409834