Title :
Implementation of CMOS fuzzy controllers as mixed-signal integrated circuits
Author :
Baturone, Iluminada ; Sánchez-Solano, Santiago ; Barriga, Ángel ; Huertas, José L.
Author_Institution :
Inst. de Microelectron. de Sevilla, Spain
fDate :
2/1/1997 12:00:00 AM
Abstract :
This paper discusses architectural and circuit-level aspects related to hardware realizations of fuzzy controllers. A brief overview on fuzzy inference methods is given focusing on chip implementation. The singleton or zero-order Sugeno´s method is chosen since it offers a good tradeoff between hardware simplicity and control efficiency. The CMOS microcontroller described herein processes information in the current-domain, but input-output signals are represented as voltage to ease communications with conventional control circuitry. Programming functionalities are added by combining analog and digital techniques, giving rise to a versatile microcontroller, capable of solving different control problems. After identifying the basic component blocks, the circuits used for their implementation are discussed and compared with other alternatives. This study is illustrated with the experimental results of prototypes integrated in different CMOS technologies
Keywords :
CMOS integrated circuits; fuzzy control; inference mechanisms; integrated circuit layout; microcontrollers; mixed analogue-digital integrated circuits; programmable logic devices; CMOS fuzzy controllers; CMOS microcontroller; architectural aspects; circuit-level aspects; fuzzy inference methods; mixed-signal integrated circuits; programming functionalities; singleton method; zero-order method; CMOS process; CMOS technology; Circuits; Communication system control; Functional programming; Fuzzy control; Hardware; Microcontrollers; Signal processing; Voltage control;
Journal_Title :
Fuzzy Systems, IEEE Transactions on