TY - JOUR
T1 - Fuzzy control based on interpolation algorithm
AU - Yubazaki, Naoyoshi
AU - Otani, Masayuki
AU - Ashida, Takatsugu
AU - Muto, Akira
AU - Yi, Jianqiang
AU - Hirota, Kaoru
AU - Pedrycz, Witold
PY - 1996
Y1 - 1996
N2 - `Virtual Paging Fuzzy Inference 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.
AB - `Virtual Paging Fuzzy Inference 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.
UR - http://www.scopus.com/inward/record.url?scp=0030407894&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:0030407894
SN - 0884-3627
VL - 1
SP - 394
EP - 399
JO - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
JF - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
T2 - Proceedings of the 1996 IEEE International Conference on Systems, Man and Cybernetics
Y2 - 14 October 1996 through 17 October 1996
ER -