Title :
A modular programmable CMOS analog fuzzy controller chip
Author :
Rodríguez-Vázquez, Angel ; Navas, Rafael ; Delgado-Restituto, Manuel ; Vidal-Verdü, Fernando
Author_Institution :
Inst. de Microelectron., CSIC, Seville, Spain
fDate :
3/1/1999 12:00:00 AM
Abstract :
We present a highly modular fuzzy inference analog CMOS chip architecture with on-chip digital programmability. This chip consists of the interconnection of parameterized instances of two different kind of blocks, namely label blocks and rule blocks. The architecture realizes a lattice partition of the universe of discourse, which at the hardware level means that the fuzzy labels associated to every input (realized by the label blocks) are shared among the rule blocks. This reduces the area and power consumption and is the key point for chip modularity. The proposed architecture is demonstrated through a 16-rule two input CMOS 1-μm prototype which features an operation speed of 2.5 Mflips (2.5×106 fuzzy inferences per second) with 8.6 mW power consumption. Core area occupation of this prototype is of only 1.6 mm 2 including the digital control and memory circuitry used for programmability. Because of the architecture modularity the number of inputs and rules can be increased with any hardly design effort
Keywords :
CMOS analogue integrated circuits; function approximation; fuzzy control; inference mechanisms; integrated circuit design; programmable controllers; 1 micron; 8.6 mW; CMOS analog fuzzy controller; architecture modularity; chip modularity; core area occupation; fuzzy inference; label blocks; lattice partition; on-chip digital programmability; operation speed; power consumption; rule blocks; Digital control; Energy consumption; Fuzzy control; Fuzzy logic; Hardware; Impurities; Integrated circuit interconnections; Lattices; Prototypes; Response surface methodology;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on