DocumentCode :
3852397
Title :
Sampled-analog implementation of application-specific fuzzy controllers
Author :
U. Cilingiroglu;B. Pamir;Z.S. Gunay;F. Dulger
Author_Institution :
ETA Design Centre, Istanbul Tech. Univ., Turkey
Volume :
5
Issue :
3
fYear :
1997
Firstpage :
431
Lastpage :
442
Abstract :
Sampled-analog circuit techniques are exploited in an application-specific integrated fuzzy controller design. A circuit library comprising a sample-and-hold amplifier, positive and negative ramp amplifiers, an inference cell, adder, and weighted adder amplifiers, and a divider unit was developed for this purpose. Any expert system of piecewise linear input membership functions, conjunctive rules and singleton output classes can be implemented with this library. The library was implemented in a 1.2 /spl mu/m double-metal double-poly CMOS technology. Test results indicate excellent linearity and accuracy in full 5 V rail-to-rail operation in all units. A controller of four inputs, 16 rules, and two outputs fabricated with these library units occupies 1.76 mm/sup 2/ silicon. Test results indicate full functionality. The measured speed, 85 k samples per second, is limited by the unbuffered outputs. Sampling rate can be increased by 50% in those applications where pipelining is permissible.
Keywords :
"Libraries","Circuits","Adders","CMOS technology","Testing","Fuzzy control","Expert systems","Piecewise linear techniques","Linearity","Rail to rail operation"
Journal_Title :
IEEE Transactions on Fuzzy Systems
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/91.618278
Filename :
618278
Link To Document :
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