Title :
Analog synthesis of nonlinear functions based on fuzzy logic
Author :
Franchi, Eleonora ; Manaresi, Nicoló ; Rovatti, Riccardo ; Bellini, Alberto ; Baccarani, Giorgio
Author_Institution :
Dept. of Electron., Bologna Univ., Italy
fDate :
6/1/1998 12:00:00 AM
Abstract :
A circuit for the analog implementation of nonlinear functions has been designed. It is based on the fuzzy-logic paradigm mapped into a modular architecture. The basic building blocks rely on the large-signal characteristic of MOS differential pairs to design bell-shaped basis functions and combine them with the center-of-gravity method. The actual input/output (I/O) characteristics are defined by applying proper voltage levels to the high-impedance input nodes of each module. Both a field-programmable processor, where the programming configuration is stored in a digital RAM, and a tool for generating the layout of dedicated circuits, where this connection is hardwired, have been designed using a CMOS 0.7 μm n-well technology. A software layer computes the programming values which allow the circuit response to approximate the target I/O relationship. Experiments show that the approximation accuracy is in the range of a few percent r.m.s. of the circuit output range. The application of the system to the synthesis of a nonlinear control law for a DC-DC power converter is discussed
Keywords :
CMOS analogue integrated circuits; analogue processing circuits; circuit CAD; function approximation; fuzzy logic; integrated circuit design; integrated circuit layout; CMOS n-well technology; DC-DC power converter; I/O characteristics; MOS differential pairs; analog synthesis; bell-shaped basis functions; center-of-gravity method; dedicated circuit layout generation tool; digital RAM; field-programmable processor; fuzzy logic; high-impedance input nodes; modular architecture; nonlinear control law; nonlinear functions; programming values; software layer; Application software; CMOS digital integrated circuits; CMOS process; CMOS technology; Circuit synthesis; Control system synthesis; DC-DC power converters; Fuzzy logic; Nonlinear control systems; Voltage;
Journal_Title :
Solid-State Circuits, IEEE Journal of