Title :
VLSI implementation of a module for realization of basic t-norms on fuzzy hardware
Author :
Zavala, Antonio H. ; Nieto, Oscar C. ; Batyrshin, Ildar ; Vargas, Luís V.
Author_Institution :
Unidad Profesional Interdisciplinaria en Ing. y Tecnol. Avanzadas, Inst. Politec. Nac., Ticoman, Mexico
Abstract :
Fuzzy theory applications have been explored and analyzed on fields as pattern recognition, control, data classification, signal processing, expert systems, among others. To accomplish this, more complex calculations and faster processing speed are required, turning fuzzy hardware implementation to be the perfect choice. Fuzzy operations as t-norms and t-conorms are used in fuzzy systems as conjunction and disjunction operations respectively. Commonly used t-norms for hardware implementation are minimum and algebraic product, first one is cheaper to implement; second consumes more resources. On this work FPGA technology is used to implement basic fuzzy t-norms as minimum, Lukasiewicz and drastic product into an 8 bit single circuit that allows operation selection. Timing, resources and comparative results are presented.
Keywords :
VLSI; field programmable gate arrays; fuzzy set theory; FPGA technology; VLSI; basic t-norms realization; field programmable gate arrays; fuzzy hardware; fuzzy operations; t-conorms; very large scale integration; Control systems; Fuzzy control; Fuzzy systems; Hardware; Hybrid intelligent systems; Pattern analysis; Pattern recognition; Signal analysis; Signal processing; Very large scale integration;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277409