DocumentCode
3119180
Title
Soft-core implementation for centre of Slice Area Average defuzzifier
Author
Zavala, Antonio Hernández ; Nieto, Oscar Camacho ; Márquez, Cornelio Yáñez
Author_Institution
Electron. Dept., Inst. Politec. Naciona, Mexico City, Mexico
fYear
2011
fDate
27-30 June 2011
Firstpage
910
Lastpage
916
Abstract
Fuzzy systems are broad used for the decision making task given its capability of extract knowledge from an expert and translate it into rules that define described system. Implementations are made according to speed requirements of the problem, for the case of critical real time systems hardware is the best choice. One important issue on fuzzy systems is the final step, defuzzifier, when computed fuzzy data is turned into crisp data. There are many different defuzzifier methods from which most used for hardware purposes are Center Of Gravity and Mean Of Maxima. This work presents hardware implementation for Center of Slice Area Average defuzzifier, for digital soft-core implementation; its main advantages are reduction on resource consumption and reduction of calculation time without loss of accuracy.
Keywords
decision making; fuzzy systems; knowledge acquisition; uncertainty handling; center of gravity; centre of slice area average defuzzifier; decision making; fuzzy systems; knowledge extraction; mean of maxima; resource consumption; resource reduction; soft-core implementation; Equations; Fuzzy systems; Gravity; Hardware; Mathematical model; Moment methods; Registers; Defuzzification; Digital Systems; Discrete Numbers; Fuzzy Systems; Soft Computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location
Taipei
ISSN
1098-7584
Print_ISBN
978-1-4244-7315-1
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2011.6007448
Filename
6007448
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