Title :
Digital implementation of a programmable type-2 fuzzy logic controller
Author :
Bryk, Michal ; Wielgus, Andrzej
Author_Institution :
Inst. of Microelectron. & Optoelectron., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
This paper presents the design of a digital CMOS integrated circuit implementing a type-2 fuzzy logic controller. The proposed architecture is suitable for serial processing of fuzzy rules combined with parallel processing of upper and lower membership functions of type-2 fuzzy sets. The parameterized VHDL model allows to synthesize the circuit of the required size for a particular application. Moreover, on-chip programming is performed.
Keywords :
CMOS digital integrated circuits; digital control; fuzzy control; hardware description languages; integrated circuit design; parallel processing; programmable controllers; digital CMOS integrated circuit; parallel processing; parameterized VHDL model; programmable type-2 fuzzy logic controller; serial processing; Computer architecture; Fuzzy logic; Fuzzy sets; Fuzzy systems; Integrated circuit modeling; Microprocessors; Parallel processing; Type-2 fuzzy set; digital implementation; fuzzy logic controller;
Conference_Titel :
Mixed Design of Integrated Circuits and Systems (MIXDES), 2010 Proceedings of the 17th International Conference
Conference_Location :
Warsaw
Print_ISBN :
978-1-4244-7011-2
Electronic_ISBN :
978-83-928756-4-2
