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
Link To Document :
بازگشت