Title :
Analog realization of fuzzifier for IT2 fuzzy processor
Author :
Khosla, Mamta ; Sarin, R.K. ; Uddin, Moin ; Sharma, Ajay
Author_Institution :
Dept of Electron. & Comm. Engg, Dr B R Ambedkar NIT, Jalandhar, India
Abstract :
In this paper, design of CMOS based fuzzifier block for a general purpose Interval type-2 fuzzy processor is presented. The fuzzifier generates the Footprints of Uncertainty (FOU) for the input variables. It can implement four basic membership functions (MFs) viz. Z, trapezoidal, triangle and S. The characteristics (width, slope, position) of the lower and upper bounds of the FOU are easily adjustable. The simulations of the fuzzifier have been carried out by the Spectre tool of Cadence and the proposed design has been implemented for a two inputs function each having three MFs on 0.18um technology using Cadence Virtuoso Schematic/Layout Editor. Power consumption of the fuzzifier is 2.64mW and it occupies an area of 0.006mm.
Keywords :
CMOS integrated circuits; circuit layout CAD; fuzzy set theory; microprocessor chips; CMOS; Cadence Virtuoso Schematic/Layout Editor; Spectre tool; analog realization; footprints of uncertainty; fuzzifier block design; interval type-2 fuzzy processor; membership function; power 2.64 mW; power consumption; size 0.18 mum; CMOS integrated circuits; Differential amplifiers; Fuzzy systems; Layout; MOSFETs; Mirrors; Shape; CMOS; FOU; current mirror; interval type-2 fuzzy systems; type-2 fuzzy systems;
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
DOI :
10.1109/ICECTECH.2011.5941597