Title :
The hardware implementation of a generic fuzzy rule processor
Author :
Qiu, Bin ; Woon, Pak L.
Author_Institution :
Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
In this paper, the hardware design and implementation of a generic fuzzy processor is described. The processor allows the user to choose from a large range of inference and defuzzification methods. The number of inputs and outputs was limited to 3, with a width of 8-bits for each. Rule base size and the number of inferences that can be performed per second were not a critical factor as larger and faster specifications will simply increase the end cost. Design and simulation using Altera´s Max+plus2 programmable logic development software was then conducted, and verified correct operation. The generic fuzzy processor was ultimately realised via construction using Altera FLEX 8000 FPGAs
Keywords :
field programmable gate arrays; fuzzy control; fuzzy logic; inference mechanisms; knowledge based systems; Altera; Altera FLEX 8000 FPGAs; Max+plus2 programmable logic development software; defuzzification methods; fuzzy control; generic fuzzy rule processor; hardware implementation; inference methods; Computer science; Control systems; Costs; Fuzzy logic; Hardware; Humans; Logic design; Programmable logic arrays; Programmable logic devices; Software engineering;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770868