DocumentCode
305680
Title
Fuzzy control based on interpolation algorithm
Author
YUBAZAKI, Naoyoshi ; Otani, Masayuki ; ASHIDA, Takatsugu ; Muto, Akira ; Yi, Jianqiang ; Hirota, Kaoru ; Pedrycz, Witold
Author_Institution
Dept. of Res. & Dev., Mycom Inc., Kyoto, Japan
Volume
1
fYear
1996
fDate
14-17 Oct 1996
Firstpage
394
Abstract
“Virtual paging fuzzy influence chip using interpolation algorithm” was presented in 1995. The interpolation used in this method is carried out by using a first moment and area determined by some representative points in the antecedent part and the distance between observation datum and such the representative points. In this paper, we introduce a new interpolation algorithm and discuss its software implementation. This method determines fuzzy production rules, the center of gravity and the area of each label in consequent part in advance. We have also developed fuzzy inference engine RISC chip aimed at the realization of this algorithm. The chip implements a system with 4 inputs and 2 outputs. Each input can be either analog or digital, and outputs are digital. The resolution of the universe of inputs and outputs is 10 bit. The inference speed of the engine is about 5,300 FLIPS. Finally this chip is used to implement a fuzzy controller
Keywords
fuzzy control; inference mechanisms; interpolation; microcontrollers; reduced instruction set computing; antecedent part; fuzzy control; fuzzy inference engine RISC chip; fuzzy production rules; inference speed; interpolation; interpolation algorithm; representative points; Circuits; Engines; Fuzzy control; Fuzzy systems; Gravity; Inference algorithms; Interpolation; Production systems; Reduced instruction set computing; Software algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1996., IEEE International Conference on
Conference_Location
Beijing
ISSN
1062-922X
Print_ISBN
0-7803-3280-6
Type
conf
DOI
10.1109/ICSMC.1996.569804
Filename
569804
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